💡 Top 3% in Web Data Scraping 🚀 Top-Rated Automation Specialist 🤝 𝗦𝘁𝗮𝗻𝗳𝗼𝗿𝗱 𝗨𝗻𝗶𝘃𝗲𝗿𝘀𝗶𝘁𝘆, 𝗡𝘂𝗿𝘀𝗲𝗜𝗢 & 𝗘𝗘𝗧 ✅ $90K+ earned | 5000+ hrs I specialize in web scraping, data extraction, and automation solutions. Handling anti-bot protections, dynamic content, and large-scale data extraction with scalable, efficient, and legally compliant methods. 𝗪𝗵𝗮𝘁 𝗬𝗼𝘂 𝗖𝗮𝗻 𝗘𝘅𝗽𝗲𝗰𝘁: 🔄 𝗪𝗲𝗯 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻: Eliminate repetitive browser tasks and manual workflows. 🕸️ 𝗪𝗲𝗯 𝗦𝗰𝗿𝗮𝗽𝗶𝗻𝗴: Get accurate, structured data from static and dynamic websites. 📊 𝗗𝗮𝘁𝗮 𝗘𝘅𝘁𝗿𝗮𝗰𝘁𝗶𝗼𝗻 & 𝗣𝗿𝗼𝗰𝗲𝘀𝘀𝗶𝗻𝗴: Turn PDFs, documents, images, and web content into usable datasets. 🕷️ 𝗪𝗲𝗯 𝗖𝗿𝗮𝘄𝗹𝗶𝗻𝗴 𝗦𝘆𝘀𝘁𝗲𝗺𝘀: Keep large datasets updated automatically as websites change. ⛏️ 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 & 𝗣𝗮𝗿𝘀𝗶𝗻𝗴: Transform messy data into clean, business-ready information.. 🤖 𝗠𝗼𝗻𝗶𝘁𝗼𝗿𝗶𝗻𝗴 & 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 𝗦𝘆𝘀𝘁𝗲𝗺𝘀: Track changes, generate alerts, and automate routine operations. 💻 𝗖𝘂𝘀𝘁𝗼𝗺 𝗔𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀: Customized apps for desktop or web environments. 𝗘𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲 𝗛𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀 🎓𝗦𝘁𝗮𝗻𝗳𝗼𝗿𝗱 𝗨𝗻𝗶𝘃𝗲𝗿𝘀𝗶𝘁𝘆: Built data collection infrastructure for a Stanford University research initiative, processing 5M+ records from 200+ news sources. 🏥 𝗡𝘂𝗿𝘀𝗲𝗜𝗢: Built 100+ production APIs and scalable data pipelines supporting critical healthcare operations. ⚙️ 𝗔𝗜-𝗣𝗼𝘄𝗲𝗿𝗲𝗱 𝗢𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝘀 𝗣𝗹𝗮𝘁𝗳𝗼𝗿𝗺: Reduced manual operations by 70–90% through end-to-end automation, AI workflows, reporting, and monitoring. 🏭 𝗘𝗘𝗧 𝗘𝘂𝗿𝗼𝗽𝗲: Built enterprise ETL systems automating large-scale Excel, CSV, and Google Sheets workflows. 🏒 𝗗𝗮𝘁𝗮 𝗼𝗻 𝘁𝗵𝗲 𝗙𝗹𝘆: Built real-time monitoring systems for fundraising events, NAHL/USHL tracking, and automated alerts. 𝗪𝗛𝗔𝗧 𝗖𝗟𝗜𝗘𝗡𝗧𝗦 𝗦𝗔𝗬: 🇺🇸 | 🇪🇺 | 🇨🇦 | 🇩🇪 “𝘉𝘪𝘭𝘢𝘭 𝘪𝘴 𝘢𝘯 𝘦𝘹𝘤𝘦𝘱𝘵𝘪𝘰𝘯𝘢𝘭 𝘸𝘦𝘣 𝘴𝘤𝘳𝘢𝘱𝘪𝘯𝘨 𝘦𝘹𝘱𝘦𝘳𝘵… 𝘩𝘪𝘴 𝘢𝘣𝘪𝘭𝘪𝘵𝘺 𝘵𝘰 𝘸𝘳𝘪𝘵𝘦 𝘱𝘳𝘰𝘨𝘳𝘢𝘮𝘴 𝘧𝘰𝘳 𝘸𝘦𝘣𝘱𝘢𝘨𝘦𝘴 𝘥𝘦𝘴𝘪𝘨𝘯𝘦𝘥 𝘵𝘰 𝘱𝘳𝘦𝘷𝘦𝘯𝘵 𝘴𝘤𝘳𝘢𝘱𝘦𝘳𝘴 𝘳𝘦𝘴𝘶𝘭𝘵𝘦𝘥 𝘪𝘯 𝘰𝘶𝘵𝘴𝘵𝘢𝘯𝘥𝘪𝘯𝘨 𝘰𝘶𝘵𝘤𝘰𝘮𝘦𝘴. 𝘞𝘦 𝘩𝘪𝘨𝘩𝘭𝘺 𝘳𝘦𝘤𝘰𝘮𝘮𝘦𝘯𝘥 𝘩𝘪𝘮.” “𝘏𝘪𝘴 𝘥𝘦𝘥𝘪𝘤𝘢𝘵𝘪𝘰𝘯 𝘱𝘳𝘰𝘷𝘪𝘥𝘦𝘥 𝘢 𝘧𝘦𝘦𝘭𝘪𝘯𝘨 𝘰𝘧 𝘴𝘦𝘤𝘶𝘳𝘪𝘵𝘺 𝘢𝘯𝘥 𝘳𝘦𝘭𝘪𝘦𝘧. 𝘈 𝘨𝘰𝘰𝘥 𝘥𝘦𝘷𝘦𝘭𝘰𝘱𝘦𝘳 𝘸𝘪𝘵𝘩 𝘢 𝘨𝘳𝘦𝘢𝘵 𝘢𝘵𝘵𝘪𝘵𝘶𝘥𝘦.” “𝘜𝘯𝘥𝘦𝘳𝘴𝘵𝘢𝘯𝘥𝘴 𝘢𝘯𝘥 𝘢𝘳𝘵𝘪𝘤𝘶𝘭𝘢𝘵𝘦𝘴 𝘵𝘩𝘦 𝘱𝘳𝘰𝘫𝘦𝘤𝘵 𝘱𝘦𝘳𝘧𝘦𝘤𝘵𝘭𝘺. 𝘛𝘩𝘦 𝘧𝘪𝘯𝘪𝘴𝘩𝘦𝘥 𝘱𝘳𝘰𝘥𝘶𝘤𝘵 𝘸𝘢𝘴 𝘰𝘯 𝘱𝘰𝘪𝘯𝘵.” 𝗠𝗬 𝗣𝗥𝗢𝗖𝗘𝗦𝗦 🔸 Requirements first, code second 🔸 Architecture planning & scalability 🔸 Flexible Rates as per project scope 🔸 Discovery call and technical feasibility assessment available before project kickoff. 𝗧𝗼𝗼𝗹𝘀 & 𝗧𝗲𝗰𝗵 🔸 Python • .NET • Node.js 🔸 Playwright • Selenium • Scrapy 🔸 OpenAI • Anthropic • LLM APIs 🔸 PostgreSQL • MySQL • MongoDB 🔸 FastAPI • REST • GraphQL If you need reliable data extraction, automation, or data infrastructure that scales, send an invitation and let’s discuss your project. Keywords: Web Scraping, Data Collection, Data Scraping, Data Extraction, Data Mining, Web Crawling, Python, Automation, Selenium, Scrapy, Playwright, API Scraping, ETL Pipeline, Cloudflare Bypass, Anti-Bot, Reverse Engineering, CAPTCHA Solving, JavaScript Rendering, Headless Browser, Proxy Rotation, IP Rotation, Android App Scraping, Hidden API Extraction, LinkedIn Scraping, Google Maps, E-commerce Scraping, Amazon Scraping, Real Estate Scraping, Lead Generation, Email Extraction, Social Media Scraping, Financial Data Scraping, Booking & Travel Websites, BeautifulSoup, Pandas, PostgreSQL, AWS, Digital Ocean, Cron Job, JSON Scraping, CSV Output, XPath, CSS Selectors, Data Cleaning, Data Pipeline, Data Parsing, Data Aggregation, Data Transformation, Data Enrichment, Big Data Scraping, Cloud-Based Scraping, Scraping Bot, Custom Web Crawler, Screen Scraping, Web Data, Web Research, Market Research, List Building, Business Directory Scraping, Google Search Scraping, TikTok Scraping, Instagram Scraping, YouTube Scraping, Product Scraping, Price Monitoring, Review Scraping, Job Board Scraping, Government Website Scraping, Sports Data Scraping, Car Marketplace Scraping, Property Listing Scraping, Contact Info Scraping, Company Data Scraping, Influencer Scraping, App Directory Scraping, Windows App Scraping, iFrame Scraping, Shadow DOM, AJAX Scraping, XML Parsing, Custom Python Script, Python Script, Data Entry, Microsoft Excel, Data Management, Data Harvesting, Database Scraping, HTML Scraping, Data Profiling, Online Research, Web Scraper, Scrape Website, Automated Data Collection

Top 3% Freelancer who built enterprise multi-tenant RAG systems with custom LLM deployments, reduced LLM workflow costs by 70%, and delivered a 2M product data quality pipeline for a Fortune 500 biotech company, reducing manual efforts by 85%. Architected and deployed production systems across finance, biotech, energy, telecommunications, and healthcare. 5+ years taking end-to-end ownership on all projects, from greenfield architecture to secure & scalable production deployment, leading engineers and maintaining systems long-term. I specialize in production-ready AI solutions with measurable ROI. From 90% accuracy voice classification to billion-scale data engineering. Core Expertise: • AI Agents / Agentic Workflows (LangGraph, Tool Calling, Function Calling, Agent Memory Patterns, Agent Patterns, Multi-Agent Orchestration, Building MCP, Plugins, Skills, Hooks, Deterministic Enforcement, ReAct Pattern, AI Assistants, Research, Planning, Writing) • LLM Systems (Claude API, OpenAI API Integration, vLLM, LoRA/QLoRA Fine-Tuning, PEFT, RLHF, DPO, LLaMA, Mistral, Prompt Engineering, Deterministic Workflows, LLM Evaluation, Cost Optimization, Deploying Chatbots, Deploying LLMs, Claude Code, Codex) • RAG (Hybrid Retrieval, Vector Databases, Evaluation Harness, Tiered Access, Custom Document Parsing, PDF/Clinical Data Extraction, Ragas, Multi-Tenancy) • NLP (Transformers, spaCy, Named Entity Recognition, Text Classification, Taxonomy Design, Rule-Based Extraction, Sentiment Analysis, Topic Modeling, Summarization, Information Extraction) • Generative AI (Structured Outputs, Pydantic Validation, Guardrails, Hallucination Prevention, AI Chatbot Development, AI Integration) • ETL & ML Pipelines • Time Series Applications at scale. - I personally prefer native APIs for building Agentic / LLM workflows. Domain Expertise: • Energy & Utilities (demand forecasting, carbon emissions, time series, pricing optimization) • Financial Services (compliance-ready RAG, churn prediction) • Life Sciences (biotech product classification, scientific NER, clinical data extraction, safety) • Telecommunications (voice classification, Whisper, ASR, diarization) Projects - Open source contributor (Langchain vLLM integration fix) - Enterprise RAG Engine with multi-tenancy, project-level isolation, custom vLLM deployments, agent live on the WhatsApp channel - customer support. - Finance-Specific RAG System with compliance features and RAG benchmarking - Enterprise Knowledge Base Chatbots Integrating (RAG daily sync on Notion, Slack, Website, Documents, evals, Live on Zendesk Customer Support Agent, Internal AI Agents on Slack(Deep Research, Q-A, Reporting), Blogpost creation with tone and fact checks.) - Production agentic workflows with state management, semantic processing, and monorepo CI/CD - SEO keyword clustering system processing 10k+ keywords under 10s using OpenAI embeddings + HDBSCAN - Enterprise Misspelling Detection Pipeline for 2M biotech products using FAISS similarity matching and 740k scientific corpus validation (Thermo Fisher) - Real-time Voice Classification System (90% accuracy, active learning pipeline) - Call Recommendation System with statistical engine for optimal calling times - Energy Market Forecast System for Budapest electricity prices - 500+ Class Text Classification with Fine-Tuned BERT - Extending a Lexicon using GloVe Word Embeddings - Databricks PySpark Data Pipeline for Aggregating Billion Scale Data - Time Series Analysis and Models on Energy Consumption Data from different locations in Belgium and Germany - API Integrations & Calculations on Electricity Business Objectives - Imbalanced Binary Classification on Anonymized Data (Oversampling + CatBoost & hGBM) - Data Processing Pipeline for 70m of Electricity Sensor Data for a Research Project Tech Stack: • Programming Languages: Python, SQL • Machine Learning & Deep Learning: TensorFlow, Keras, PyTorch, Scikit-Learn • NLP: LangChain, NLTK, Gensim, FAISS, Pinecone, pgvector • Time-Series: Prophet, TSMixer, ARIMA, SARIMAX, LSTM • MLOps & Data Engineering: Terraform, Linux, Apache Spark, Airflow, Docker, Flask, Streamlit, Gradio, MLflow, W&B, Optuna, CI/CD Pipelines, n8n workflows, Ragas • Cloud: Google (BigQuery, Cloud Functions, Cloud Run, Dataflow, Vertex AI, Firestore, Cloud Storage, Composer) • AWS (Lambda, SageMaker, S3, EC2, ECR, DynamoDB, Glue, CloudWatch) • Azure (Databricks-PySpark) • Database: PostgreSQL, Pinecone, Chroma • Data Manipulation & Statistics: Pandas, NumPy, OpenCV, Regex, SciPy, Statsmodels • Data Visualization: Matplotlib, Plotly • Web Scraping: BeautifulSoup, Requests • Building Custom NER Models & Linking, Question Answering, Text Similarity & Word Embeddings, Part-of-Speech Tagging & Dependency Parsing, Text Generation, Lexical Semantics & N-grams, Clustering • Logistic Regression, SVM, Decision Trees, Random Forest, Gradient Boosting Machines (XGBoost, LightGBM, hGBM), k-NN, CNN, RNN, K-Means, DBSCAN, HDBSCAN, OPTICS

📩 Let’s build your next AI Product/Project together — feel free to message me to get started. 🔹 Available full-time (40–50 hrs/week) and open to long-term AI and SaaS projects. 🔹 Full Stack AI Developer with 12+ years of experience building AI-powered applications, automation systems, and SaaS platforms for startups and businesses. 🔹12+ Years of Experience as a Full-stack AI/ML Developer. 🔹 Worked with Fortune 24 UAE-based AI Companies. 🔹 Performance-Driven, Scalable & SEO-Optimized Web Applications. 𝗜’𝗺 𝗦𝗮l𝗺𝗮𝗻 Na𝗲𝗲𝗺, 𝗮 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝗔𝗜 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿 & 𝗜 𝗵𝗮𝘃𝗲 𝗲𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲 𝗶𝗻 𝗔𝗜 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻, 𝗔𝗜 𝗦𝗮𝗮𝗦 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁, 𝗮𝗻𝗱 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝗪𝗲𝗯 𝗔𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁… Core Expertise: 🔹 𝐀𝐈 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 & 𝐋𝐋𝐌 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 🔹 AI Development using OpenAI GPT-4, GPT-4o, LLaMA 3, Mistral 🔹 AI model integration, AI pipelines, AI system design 🔹 LLM fine-tuning, prompt engineering, AI optimization 🔹 RAG pipelines with Pinecone, FAISS, Weaviate 🔹 Vector database-based AI applications 🔹 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 & 𝐀𝐈 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 🔹 AI agents using CrewAI, AutoGen, LangChain 🔹 AI workflow automation using n8n, Zapier, Make 🔹 Voice AI agents using Whisper, Deepgram, Amazon Polly 🔹 Multi-agent AI systems and autonomous workflows 🔹 Business process automation with AI systems 🔹 𝐅𝐮𝐥𝐥 𝐒𝐭𝐚𝐜𝐤 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 🔹 MERN Stack (MongoDB, Express, React, Node.js) 🔹 Next.js, Angular, Python, PHP, Laravel (FastAPI, Django, Flask) 🔹 REST APIs, microservices, backend architecture 🔹 AI-powered web applications and SaaS systems 🔹 Scalable and secure system design 🔹 𝐀𝐈 𝐒𝐚𝐚𝐒 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 🔹 AI SaaS products with subscription systems 🔹 Multi-tenant SaaS architecture 🔹 AI dashboards and analytics systems 🔹 Stripe integration for payments 🔹 End-to-end AI SaaS product development 🔹 𝐃𝐞𝐩𝐥𝐨𝐲𝐦𝐞𝐧𝐭 & 𝐀𝐈 𝐈𝐧𝐟𝐫𝐚𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞 🔹 AWS, GCP, Docker, Kubernetes 🔹 LLM deployment (vLLM, HuggingFace, RunPod) 🔹 API-first scalable AI architecture 🔹 Production-ready AI systems 🔹 Cloud-based AI deployment pipelines 🔹 𝐈𝐧𝐝𝐮𝐬𝐭𝐫𝐢𝐞𝐬 & 𝐃𝐨𝐦𝐚𝐢𝐧 𝐄𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞 🔹 AI SaaS, Automation Platforms, Startups 🔹 Real Estate, Fintech, Healthcare 🔹 E-commerce, Education, CRM Systems 🔹 AI Productivity & Business Tools 🔹 Web Applications & SaaS Platforms 📌 𝗠𝘆 𝘀𝗲𝗿𝘃𝗶𝗰𝗲𝘀 𝗜𝗻𝗰𝗹𝘂𝗱𝗲 📌 ⚙️ AI SaaS Development | AI Chatbots | AI Agents ⚙️ GPT-4 Integration | RAG Systems | Vector Databases ⚙️ Full Stack Development | Backend APIs | REST APIs ⚙️ AI Voice Agents | Automation Systems | Conversational AI ⚙️ SaaS Dashboards | Subscription Systems | Admin Panels ⚙️ Cloud Deployment | AWS | Docker ⚙️ Stripe Integration | Payment Systems | Billing ⚙️ Custom AI Solutions | Business Automation | API Integration 𝗠𝘆 𝗦𝗸𝗶𝗹𝗹𝘀𝗲𝘁: ⤵️ AI Agents, Voice Agents, CrewAI, AutoGen, Hugging Face, LLaMA 3, Mistral 7B, PEFT, LoRA, QLoRA, Prompt Engineering, RAG Pipelines, LangChain, Vector Databases, FastAPI, Flask, Django, Streamlit, Azure OpenAI, OpenAI API, vLLM, GPTQ, Trading Bots, Binance API, Telegram Bot API, Python, Selenium, Scrapy, Playwright, BeautifulSoup, Regex, REST APIs, Pandas, NumPy, Scikit-learn, PostgreSQL, Firebase, MongoDB, Data Analysis, Data Engineering I believe in building long-term working relationships through quality work, clear communication, and reliable results. I enjoy helping businesses turn ideas into real products and creating solutions that make a real impact. Thanks Salman N

Hi, I’m Muhammad Tauseeq, a Senior Full Stack Developer specializing in .NET, Python, and Cloud-based SaaS development. I’ve delivered 20+ scalable applications across Healthcare, FinTech, HR, and E-commerce, helping businesses automate workflows, reduce infrastructure costs, and accelerate growth. 💡 What I Offer ✅ .NET Enterprise Application Development - 7+ years of hands-on experience with ASP.NET Core, MVC, Web API, Entity Framework, and Microservices - Built enterprise-grade solutions processing 100K+ transactions/month - Improved application scalability by 40% and reduced cloud spending by 30% through architecture optimization - Expertise integrating Azure Active Directory, HIPAA-compliant systems, and third-party APIs ✅ Python & AI-Powered Automation - Skilled in Django, Flask, FastAPI, and Scrapy for backend and automation development - Designed data scraping frameworks handling 14M+ records/day across 80+ websites - Automated lead generation, data pipelines, and reporting—cutting manual effort by 50–70% - Experience building LLM-integrated apps, RAG systems, and AI chatbots for enterprise workflows ✅ Cloud Infrastructure & DevOps - Deployments across Azure, AWS, and GCP with CI/CD pipelines - Containerization & orchestration using Docker and Kubernetes - Expertise in Azure scaling, load balancing, and performance optimization for high-availability SaaS 🧠 Tech Stack - Languages: C#, Python, TypeScript, JavaScript - Frameworks: ASP.NET Core, Django, FastAPI, React, Angular, Vue - Databases: SQL Server, PostgreSQL, MongoDB - Cloud & DevOps: Azure, AWS, GCP, Docker, Kubernetes, CI/CD - APIs & Tools: REST, GraphQL, Twilio, Paycom, Slack API 📈 Why Work With Me ✔ Delivered 20+ global projects across multiple industries ✔ Blend of .NET enterprise architecture + Python automation and AI integration ✔ Proven results: faster, scalable, and cost-efficient systems ✔ Trusted by enterprise clients for clear communication, reliability, and ownership 💬 Let’s connect to discuss how I can help you build, automate, and scale your next SaaS or enterprise solution using .NET, Python, and Cloud technologies.

I help businesses eliminate repetitive tasks, connect disconnected systems, and scale operations through AI-powered automation and machine learning. If your team is drowning in data entry, switching between tools, or answering the same questions on repeat, I build the systems that fix it. 𝐖𝐡𝐨 𝐈 𝐀𝐦 I am an AI/ML Engineer and Automation Specialist with deep expertise in machine learning, large language models (LLMs), AI agents, workflow automation, and Python development. I don't just write code, I understand business operations, ask the right questions, and deliver production-ready systems that solve real problems. My background spans custom AI/ML solutions, conversational AI, predictive models, backend development, and end-to-end automation pipelines. I have successfully delivered AI-powered platforms for service businesses, agencies, clinics, manufacturing operations, and e-commerce companies. 𝐖𝐡𝐚𝐭 𝐈 𝐃𝐨 𝟏. 𝐀𝐈/𝐌𝐋 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 – Predictive analytics, classification, recommendation systems, anomaly detection, custom ML pipelines, and fine-tuning LLMs (Llama, Mistral, OpenAI) on proprietary data. 𝟐. 𝐋𝐋𝐌 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 & 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 – LLM-powered applications, autonomous AI agents, RAG (retrieval-augmented generation), function calling, and tool use with OpenAI GPT-4o, Claude, Gemini, and Llama. 𝟐. 𝐋𝐋𝐌 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 & 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 – Inbound/outbound voice agents (VAPI, Retell AI, Twilio), AI chatbots for websites, WhatsApp, Slack, and SMS, plus omnichannel AI assistants with unified context. 𝟒. 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 – n8n, Make, and Python-based automations connecting CRMs, databases, email, Slack, and hundreds of other tools. AI-powered workflows using LLMs for classification, extraction, and content generation. 𝟓. 𝐏𝐲𝐭𝐡𝐨𝐧 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 & 𝐁𝐚𝐜𝐤𝐞𝐧𝐝 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 – RESTful APIs, data pipelines (ETL), web scraping, custom automation scripts, and backends for AI applications using FastAPI, Django, or Flask. 𝐑𝐞𝐚𝐥 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 𝐈 𝐇𝐚𝐯𝐞 𝐁𝐮𝐢𝐥𝐭 𝐒𝐨 𝐒𝐩𝐞𝐜𝐢𝐚𝐥 𝐌𝐨𝐛𝐢𝐥𝐞 𝐌𝐞𝐜𝐡𝐚𝐧𝐢𝐜 – AI-infused mobile application and operational platform including dispatch, customer tracking, automated notifications, and backend dashboards. 𝐀𝐥 𝐀𝐫𝐚𝐛𝐢 𝐂𝐨𝐦𝐩𝐚𝐧𝐲 – Dispatch system for operations and maintenance management with real-time job assignment, status tracking, and reporting. 𝐌𝐲𝐬𝐭𝐢𝐜𝐚𝐥 𝐀𝐠𝐞𝐧𝐜𝐲 & 𝐈𝐧𝐭𝐞𝐫𝐨 𝐃𝐢𝐠𝐢𝐭𝐚𝐥 – AI automation and proposal generation systems that reduced proposal creation time from two days to under two hours. 𝐂𝐥𝐢𝐧𝐢𝐜 𝐖𝐡𝐚𝐭𝐬𝐀𝐩𝐩 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 – AI chatbot for appointment booking, prescription reminders, FAQs, and patient follow-ups, fully integrated with their scheduling system. 𝐄-𝐜𝐨𝐦𝐦𝐞𝐫𝐜𝐞 𝐑𝐞𝐜𝐨𝐦𝐦𝐞𝐧𝐝𝐚𝐭𝐢𝐨𝐧 𝐄𝐧𝐠𝐢𝐧𝐞 – Custom ML model for product recommendations based on browsing and purchase history. Each of these systems typically includes AI/ML models, AI agents, automation pipelines, mobile apps, dashboards, and backend integrations. 𝐌𝐲 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐲 𝐒𝐭𝐚𝐜𝐤 - Languages: Python (primary), JavaScript/Node.js, SQL - ML & AI Frameworks: TensorFlow, PyTorch, scikit-learn, Hugging Face, LangChain, LlamaIndex - LLMs: OpenAI GPT-4o, Claude, Gemini, Llama, Mistral - Workflow Automation: n8n, Make, Zapier - Voice AI: VAPI, Retell AI, Twilio - Vector Databases: Pinecone, Weaviate, Chroma, FAISS - Data & ETL: Pandas, NumPy, SQLAlchemy, Airflow - Backend: FastAPI, Django, Flask, Node.js - Databases: PostgreSQL, MySQL, MongoDB, Redis - Cloud: AWS (SageMaker, Lambda, EC2), GCP (Vertex AI), Azure, Docker 𝐇𝐨𝐰 𝐈 𝐖𝐨𝐫𝐤 I approach every project with a structured, collaborative process: 1- Discovery – I provide a clear checklist of inputs, decisions, and data needed from you. 2- Design & Build – I configure, develop, and test the system. For ML projects, I start with rapid prototyping. 3- Review & Revise – You test. I revise. We iterate until it's right. 4- Launch – I help you execute a clean cutover with minimal disruption. 5- Documentation – You receive clear documentation on what was built and how to maintain it. 𝐈𝐝𝐞𝐚𝐥 𝐂𝐥𝐢𝐞𝐧𝐭𝐬 - You are a great fit if you: - Are a business owner, operations manager, product manager, or technical founder - Have outgrown manual processes or disconnected tools - Need AI/ML models for predictions, classification, recommendations, or anomaly detection - Want AI voice agents, LLM-powered chatbots, or autonomous AI agents - Need workflow automation across CRMs, databases, and messaging platforms - Require custom software, backend systems, or mobile applications - Want clear communication and on-time delivery 𝐋𝐞𝐭'𝐬 𝐓𝐚𝐥𝐤 If you are ready to bring AI/ML-powered automation into your operations, send me a message or invite me to your project. I will reply within 24 hours with thoughtful questions and a clear path forward.

💼 Python Developer | Python Django | Python AI LLM,RAG | Python Full Stack Developer | Python AI | Python Automation Need a Full Stack Developer who can take full ownership of features from UI to API layer and turn product ideas into revenue-generating systems used by clients to make $1M+? You’re in the right spot 🏆 8 Years of Experience as a python full stack developer and system architect (100% JSS & Top Rated) ⚡AI-Accelerated Delivery: Leveraging Cursor and Claude to build and ship features 10x faster and highly cost-effectively 🛡️ Production-Grade Quality: Zero blind trust in AI every line of generated code undergoes rigorous manual review for optimal scalability 📈 Long-term contract execution, including 170+ hour backend architectural engagements ⚙️ Core stacks: Python backends, multi-tenant databases, and React Native mobile builds 🤖 AI specializations: Semantic search RAG pipelines, LLM orchestration, and process automation 🌐 Full-time availability with dedicated US/EU time zone overlap “𝐆𝐫𝐞𝐚𝐭 𝐞𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞 - 𝐀𝐬𝐚𝐝 𝐰𝐨𝐫𝐤𝐬 𝐟𝐚𝐬𝐭, 𝐢𝐬 𝐫𝐞𝐥𝐢𝐚𝐛𝐥𝐞 𝐚𝐧𝐝 𝐝𝐨𝐞𝐬 𝐧𝐨𝐭 𝐠𝐢𝐯𝐞 𝐮𝐩 𝐰𝐡𝐞𝐧 𝐟𝐚𝐜𝐢𝐧𝐠 𝐩𝐫𝐨𝐛𝐥𝐞𝐦𝐬. 𝐈 𝐰𝐢𝐥𝐥 𝐡𝐢𝐫𝐞 𝐀𝐬𝐚𝐝 𝐚𝐠𝐚𝐢𝐧 𝐟𝐨𝐫 𝐭𝐡𝐞 𝐧𝐞𝐱𝐭 𝐚𝐬𝐬𝐢𝐠𝐧𝐦𝐞𝐧𝐭.” I am a Senior Full Stack Developer ( python full stack developer ), backend engineer, and Python AI developer helping founders build enterprise SaaS platforms, automated applications, and custom data workflows. I focus on writing maintainable code and moving applications quickly from prototype to high-concurrency production environments. My day-to-day work centers on React and React Native interfaces, Django and FastAPI backend architecture, multi-tenant database isolation, and large language models (LLMs). 🏗️ Projects and industries I have led as a Python Developer: 🩺 HealthTech EHR Infrastructure: Python Full Stack Developer building a multi-tenant Django web application. Engineered a database routing engine via PostgreSQL Row-Level Security (RLS) and custom middleware for 100% airtight data isolation. Offloaded heavy workflows to asynchronous Celery and Redis task queues, maintaining 99.9%+ reliability across AWS and Docker. ⚖️ LegalTech AI Platform: Python Full Stack Developer engineering an AI legal assistant and custom RAG search engine. Designed high-accuracy LangChain and OpenAI API pipelines using vector databases and custom document chunking for dense legal PDFs, building a clean React UI for deterministic, low-latency chatbot responses. 🚚 CleanTech Logistics SaaS: Python Backend Developer structuring a multi-tenant supply chain dashboard. Architected complex database schemas and Django role-based access control (RBAC) layers to isolate 4 distinct user roles. Deployed automated data pipelines using Redis and AWS to ensure 99.9% uptime. 🛒 On-Demand Marketplace Platform: Senior Backend Developer engineering food delivery app infrastructure using a React Native and FastAPI stack. Architected real-time spatial tracking via PostGIS geospatial indexing and background task queues for precise routing. Integrated Stripe Connect platform logic to manage split-payout escrow payments and webhooks with 100% transactional reliability. FastAPI, Django, Flask, PostgreSQL, React Native, LangChain, Multi-Tenant RLS, OpenAI API integration Core Engineering & Automation Expertise: ✔️ Shipped 100+ enterprise features & 40+ production workflows using Python, Django, and FastAPI microservices. ✔️ Logged 178+ hours executing complex database refactoring, legacy framework migrations, and scalable AWS setups. ✔️ Built multi-tenant security layers using PostgreSQL Row-Level Security (RLS) to enforce isolated 4+ user-role products. ✔️ Achieved 100% deployment success across Flask APIs, React Native apps, Docker environments, and automated CI/CD pipelines. ✔️ Engineered high-volume web scraping architectures via Scrapy, BeautifulSoup and Celery asynchronous task queues. ✔️ Automated complex data pipelines for enterprise CRMs, database cleanups, and secure Stripe webhook processing ✔️ Deployed intelligent RAG pipelines, text processing models, Tesseract OCR tools and custom OpenAI API integrations Adjacent Tech Support React Native mobile tasks, backend developer architecture, data engineer collaboration, postgis geo-mapping, celery asynchronous queues, dtl template fixes, full stack developer react, database schema design, multi-tenant row level security isolation, prompt tuning, vector search optimization, stripe connect platform logic, git and docker Best Fit: Founders building AI-native SaaS, tech teams needing a senior Python developer for backend migrations or secure multi-tenant architectures, and startups looking for a python full stack developer to own features from schema design to mobile deployment If you want to bring on experienced engineer to deploy clean, live code, Let's schedule a call to review your scope and outline the development lifecycle

I'm experienced in backend Python development, data analysis, data engineering and machine learning. My tech stack includes Python, Java, C#, Generative AI, LLM, Langchain, Openai, Pytorch, HuggingFace models, FastApi, Pandas, Sklearn, SQL (window functions and recursion), PostgreSQL, Redshift, Airflow, MLFlow, Pyspark, AWS EKS, AWS Lambda, Cloud Formation, GitHub actions, Docker, Kubernetes and Helm Chart. I have a Master's degree in Software Engineering with Distinction from the University of Greenwich. The Distinction is the highest grade for a Masters degree in the UK. Software development requires appropriate management. I have the requisite experience to manage a software project by planning effectively, making data driven decisions, and executing tasks with appropriate revisions. I look forward to working with you. Linkedin page: linkedin_dot_com/in/itoroikon GitHub page: github_dot_com/itoro-michael

Most people building AI products right now are stuck at the prototype stage. The chatbot works in a notebook, the agent runs on a laptop, and then it hits real traffic and falls apart. That gap between demo and production is exactly where I work. I spent the last few years as the lead AI engineer at a KYC company where the system could not afford to fail. 100,000+ identity verifications a day, enterprise clients in regulated industries, strict SLA requirements. I built and ran the entire AI pipeline there: document OCR, computer vision models, LLM-based extraction, the inference infrastructure behind all of it. At one point I took the GPU bill from $20K/month down to $7.5K without touching accuracy, just by rearchitecting how LLM inference was served. That kind of work teaches you to think about AI very differently than someone who has only ever built demos. Right now I am focused on freelance AI projects. Specifically: ✔️Chatbots that actually work: RAG-powered, grounded in your data, not hallucinating nonsense. Built with GPT-4o, Claude, or open-source models depending on your budget and privacy needs. ✔️AI agents that do real things: browse, search, write, call APIs, make decisions. Not just a prompt chain. Actual autonomous workflows using LangGraph, CrewAI, or AutoGen. ✔️LLM backends that scale: if you have something working small and need it to handle real load without breaking the bank, that is a problem I have solved before. ✔️Domain-specific AI for fintech, healthcare, and edtech: I have built financial dashboards with AI insights, patient management systems, and adaptive learning tools. I understand the constraints in each of these spaces. I do not take on work I cannot do well. If you send me a project and it is not a fit, I will tell you. If it is a fit, I will move fast, communicate clearly, and deliver something you can actually use. If you are building something real in AI and need someone who has been in the engine room of a large production system, let's talk.

🚀𝐘𝐨𝐮𝐫 𝐀𝐈 𝐩𝐫𝐨𝐭𝐨𝐭𝐲𝐩𝐞 𝐰𝐨𝐫𝐤𝐬 𝐢𝐧 𝐭𝐡𝐞 𝐝𝐞𝐦𝐨. 𝐖𝐢𝐥𝐥 𝐢𝐭 𝐬𝐮𝐫𝐯𝐢𝐯𝐞 𝟓𝟎,𝟎𝟎𝟎 𝐫𝐞𝐚𝐥 𝐮𝐬𝐞𝐫𝐬, 𝐚 𝐜𝐨𝐦𝐩𝐥𝐢𝐚𝐧𝐜𝐞 𝐚𝐮𝐝𝐢𝐭, 𝐚𝐧𝐝 𝐚 𝐠𝐨𝐯𝐞𝐫𝐧𝐦𝐞𝐧𝐭 𝐦𝐢𝐧𝐢𝐬𝐭𝐫𝐲? 𝐌𝐢𝐧𝐞 𝐚𝐥𝐫𝐞𝐚𝐝𝐲 𝐝𝐨. AI Engineer specializing in production-grade LLM, RAG, and AI agent systems. 8 years in software, Top Rated Plus on Upwork with 100% JSS, AWS Certified AI Practitioner and Anthropic-certified (MCP, Claude API, Claude Code, Agent Skills), $200K+ earned across 66 jobs, and AI live across 15+ Saudi government ministries at under 5% hallucination and 85%+ accuracy. I build Artificial Intelligence that survives real users, real load, and real compliance not demos. Most AI prototypes never reach production because they hallucinate, leak data, or fall over at scale. My focus is the opposite: RAG (Retrieval-Augmented Generation) pipelines, LLM integration, and AI agents that ship, remain accurate, and hold up under audit. 💼 WHAT THAT LOOKS LIKE IN PRODUCTION 🏛️ GCC Government Contact Center: a production RAG system serving 15+ Saudi ministries. 7,500+ documents on a Weaviate vector database with hybrid retrieval, under 5% hallucination and 85%+ answer correctness. ✅ YourTeacher.ai: scaled from $0 to 50,000+ active users across 31 languages, with LLM tutors, Whisper speech recognition, ElevenLabs voice, and real-time pronunciation feedback; built for a 5M-subscriber creator. ✅ IFPG (1,000+ franchise network): custom RAG plus advanced prompt engineering lifted financial answer accuracy from 40% to 95%, cut cross-contamination 80%, raised qualified leads 35%, and cut support time 40%. ✅ Diesel Repair Chat (Diesel Laptops): AWS Bedrock RAG with BGE embeddings and Qdrant over 160,000+ repair procedures; replaced dropdown filters, cutting diagnostic search time by 85% and lifting satisfaction by 40%. 🃏 Pokemon TCG Intelligence: a Python/FastAPI platform processing 260,000+ price points daily across 65,000 cards, with LLM-powered grading ROI that surfaced 3x more profitable opportunities. ⚖️ SettleWing (US personal injury law): HIPAA-compliant legal AI that turns 2-3 hour demand-letter prep into minutes, at 95%+ extraction accuracy across all 50 states with Medicare fee integration. ✅ SmartHistory.ai: HIPAA-grade clinical AI intake with voice-enabled patient interviews and structured medical summaries for providers. ✅ Dynasty Pulse: a real-time Claude Opus summarization pipeline with RSS automation that cut content latency 98%, from 15+ minutes to seconds. ✅ CarGentur (Germany): an AI sales chatbot rebuilt into a full CRM, lifting engagement 40% and conversion 20%. ✅ TitoAI (telecom): a WhatsApp-native LangGraph agent for airtime, data bundles, and crowdfunding across all major Nigerian networks, cutting transaction time 80%. 🩺 Vital Connect (healthcare): LLM diagnostics with Computer Vision imaging and real-time EHR sync, HIPAA-compliant, cutting diagnostic time 40%, errors 60%, and lifting doctor productivity 70%. ✅ RESPONSE BPO: GPT-4o and Whisper support automation with real-time transcription, dynamic call routing, and multilingual voice at high volume. ✅ Angel Therapy: a GDPR-compliant microservices platform with Deepgram transcription and LLM summarization that cut processing time 90%. 🤝 WHY CLIENTS STAY I ship to production in roughly 8-10 weeks, hold hallucination under 5% with grounding and evaluation baked in, send weekly Loom updates so you always know where things stand, engineer for roughly 40% lower AI running cost through model and token optimization, and back every launch with 90 days of post-launch support. You get honest estimates, clean handovers, and an engineer who owns the outcome. Domains I've shipped in include government, healthcare (HIPAA), EdTech, legal, e-commerce, and telecom, so I understand compliance, data handling, and the difference between a demo and a system people depend on. 🛠️ CORE STACK My core stack is Python, FastAPI, and AWS, with OpenAI API, Claude, LangChain, LangGraph, and MCP for LLM, AI agent, and Generative AI work, PostgreSQL and vector databases (Qdrant, Pinecone, Weaviate) with BGE and OpenAI embeddings for retrieval, and Next.js/TypeScript when a full-stack front end is needed. I cover the full path: Machine Learning, Deep Learning, NLP, Computer Vision, Data Science, LLM fine-tuning, and AI model integration, through to deployment on Docker, monitoring, and cost control. 📩 If you need AI development that reaches production and stays there, backed by measurable outcomes and enterprise-grade reliability, let's talk. ✅ EXPERTISE AI engineer, AI developer, Python developer, machine learning engineer, LLM developer, RAG developer, generative AI developer, deep learning engineer, NLP engineer, computer vision developer, AI agent developer, LangChain developer, FastAPI developer, data scientist, full stack AI developer, AI app developer, prompt engineer, Artificial Intelligence, Machine Learning, OpenAI AP

𝐏𝐲𝐭𝐡𝐨𝐧 • 𝐃𝐣𝐚𝐧𝐠𝐨 • 𝐅𝐥𝐚𝐬𝐤 • 𝐅𝐚𝐬𝐭𝐀𝐏𝐈 • 𝐑𝐞𝐚𝐜𝐭.𝐉𝐒 • 𝐀𝐧𝐠𝐮𝐥𝐚𝐫.𝐉𝐒 • 𝐍𝐞𝐱𝐭.𝐉𝐒 • 𝐍𝐨𝐝𝐞.𝐣𝐬 • 𝐕𝐮𝐞.𝐉𝐒 • 𝐓𝐞𝐧𝐬𝐨𝐫𝐅𝐥𝐨𝐰 • 𝐂𝐡𝐫𝐨𝐦𝐞 𝐄𝐱𝐭𝐞𝐧𝐬𝐢𝐨𝐧𝐬 • 𝐒𝐞𝐜𝐮𝐫𝐞 𝐀𝐏𝐈 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 𝐀𝐛𝐨𝐮𝐭 𝐌𝐞:- I am a problem-solver at heart and a builder by trade, blending the worlds of AI, machine learning, and full-stack web development to craft next-gen digital experiences. With a foundation rooted in Python and a passion for scalable intelligence, I architect solutions that aren't just smart, they’re transformative. From building AI models that see, understand, and predict, to launching full-stack platforms that integrate those models in real-time, I thrive at the intersection of code, creativity, and cutting-edge tech. Whether you need a smart Chrome extension, an AI-powered SaaS platform, or a custom deep learning pipeline, I bring the tools, mindset, and execution to get it done. 𝐂𝐨𝐫𝐞 𝐒𝐩𝐞𝐜𝐢𝐚𝐥𝐢𝐭𝐢𝐞𝐬 𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 & 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 Custom Model Development: Deep learning and ML using TensorFlow, PyTorch, Hugging Face Computer Vision: Real-time image & video processing, object detection, frame-rate optimization Smart Data Pipelines: Automated data collection, annotation, pre-processing, and feature extraction 𝐅𝐮𝐥𝐥-𝐒𝐭𝐚𝐜𝐤 𝐖𝐞𝐛 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 Frontend: React, Angular, Vue, Tailwind, Bootstrap, TypeScript, Redux Backend: Python, Django, FastAPI, Flask, Node.js, Laravel, Symfony Databases: PostgreSQL, MongoDB, MySQL API Integration: Secure RESTful APIs, real-time sync, token-based auth 𝐂𝐡𝐫𝐨𝐦𝐞 𝐄𝐱𝐭𝐞𝐧𝐬𝐢𝐨𝐧 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠:- Custom extensions (Manifest V2/V3) using JS or modern frameworks In-browser AI tools, automation, data scraping, UI enhancements 𝐃𝐞𝐯𝐎𝐩𝐬 & 𝐃𝐞𝐩𝐥𝐨𝐲𝐦𝐞𝐧𝐭 Cloud: AWS, Heroku, Vercel, Netlify, Azure CI/CD: Docker, Jenkins, GitHub Actions, Nginx Version Control: Git, Bitbucket, SVN 𝐍𝐨𝐭𝐚𝐛𝐥𝐞 𝐖𝐢𝐧𝐬 Built computer vision AI that analyzed live video feeds across multiple industries Launched full-stack platforms with real-time AI inference on the front-end Developed automation systems that reduced manual work by 60% Engineered Chrome extensions with built-in AI — boosting productivity and scraping efficiency 𝐖𝐡𝐚𝐭 𝐒𝐞𝐭𝐬 𝐌𝐞 𝐀𝐩𝐚𝐫𝐭 AI Meets UX: I bridge the gap between back-end intelligence and intuitive front-end design — bringing ML predictions to the browser in real-time. Builder’s Mentality: I don't just ship code. I craft solutions that are scalable, user-focused, and business-ready. Security-Driven: From encrypted user flows to secure APIs — data integrity is always top of mind. 𝐓𝐨𝐨𝐥𝐬 & 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦𝐬 𝐈 𝐖𝐨𝐫𝐤 𝐖𝐢𝐭𝐡 𝐀𝐈/𝐌𝐋: TensorFlow, PyTorch, Hugging Face, Scikit-learn, OpenCV, Pandas, NumPy, OpenAI 𝐃𝐞𝐯𝐎𝐩𝐬: Docker, Nginx, Jenkins, Heroku 𝐏𝐫𝐨𝐣𝐞𝐜𝐭 𝐓𝐨𝐨𝐥𝐬: Asana, Trello, OpenProject, Jira 𝐄𝐧𝐯𝐢𝐫𝐨𝐧𝐦𝐞𝐧𝐭𝐬: Linux, macOS, Windows 𝐋𝐞𝐭’𝐬 𝐁𝐮𝐢𝐥𝐝 𝐭𝐡𝐞 𝐅𝐮𝐭𝐮𝐫𝐞 𝐓𝐨𝐠𝐞𝐭𝐡𝐞𝐫 I am always excited to collaborate on projects that push the boundaries of what AI and software can do, whether you're building a smart SaaS tool, automating workflows, or launching a product from scratch. 𝐋𝐞𝐭’𝐬 𝐜𝐨𝐧𝐧𝐞𝐜𝐭 𝐢𝐟 𝐲𝐨𝐮’𝐫𝐞 𝐰𝐨𝐫𝐤𝐢𝐧𝐠 𝐨𝐧: AI-powered web applications Custom ML model development and deployment AI Chatbot, Agent and Trading Solution building Chrome extension development Data-driven dashboards and analytics Intelligent automation systems Together, we can turn innovative ideas into intelligent, high-impact products.