👋 Introduction Hi there! I'm Ali Armaghan Ahmed, a Data Scientist with a Master’s in Data Science and 7+ years of hands-on experience in AI, Machine Learning (ML), Deep Learning (DL), NLP, and Computer Vision (CV). I specialize in delivering end-to-end AI pipelines — from data preprocessing and model training to deployment. I ensure performance, scalability, and optimization at every stage to drive actionable insights and impactful results. 🔑 Domain Expertise Here’s where I shine the brightest: ✅ AI & ML Solutions Developing AI pipelines from data processing to model inference, ensuring optimal performance and scalability. ✅ Natural Language Processing (NLP) Fine-tuning LLMs (like ChatGPT, LLaMA) for text classification, Named Entity Recognition (NER), relation extraction, and chatbot development. ✅ Computer Vision (CV) Experience with satellite imagery (Sentinel-2) for crop classification, image recognition, and object detection using TensorFlow and PyTorch. 🔧 MLOps Building cost-effective RESTful APIs for ML models, integrating AWS, GCP, and Azure solutions. 💻 Technical Skills & Tools ✅ Programming Languages * Python * SQL ✅ Libraries & Frameworks * Pandas * NumPy * Scikit-learn * TensorFlow * PyTorch * Keras * LangChain * LangGraph ✅ Techniques & Methodologies * Classification * 🔢 Clustering * 🕰️ Time Series Modeling * Churn Prediction (customer retention analysis) * NLP: Text Classification, NER, Relation Extraction * Computer Vision (CV): Object Detection, Face Recognition * Retrieval-Augmented Generation (RAG) * LLM Fine-tuning (Large Language Models) ☁️ Cloud & Deployment * AWS * GCP * Azure * Docker * FastAPI 🛠️ Professional Experience ### Lead Data Scientist Spearheading Google's Generative AI (Gemini) projects, enhancing model performance and creating advanced workflows. ### EZRA AI | Machine Learning Engineer **Oct 2023 – Present** * Fine-tuning LLMs for text classification, NER, and relation extraction. * Deployed AI models using AWS and GCP. ### TENX | Data Scientist **Aug 2023 – Aug 2024** * Led Computer Vision projects to classify images and process satellite data. ### EMERALD LABS | Data Analyst **Jan 2021 – May 2023** * Managed and analyzed large datasets, generating key business insights. 🏆 Key Projects ### 🎤 Voice Chatbot Development using LLMs Fine-tuned multiple LLMs (including ChatGPT and LLaMA-3) for intent recognition, NER, and relation extraction. Developed real-time voice processing pipelines and deployed with Docker & GCP. **Technologies:** Python, FastAPI, GCP, LLMs, Chatbot Development ### 🌾 Cotton Crop Classification using Sentinel-2 Data Developed a computer vision model using Sentinel-2 satellite imagery to classify cotton crops at different growth stages. Applied TMANET and LSTM models to identify crops and provided actionable insights for agricultural practices. **Technologies:** Python, TensorFlow, Satellite Data, Machine Learning ### 💳 Credit Card Churn Prediction Led Churn Prediction project with LightGBM to predict customer retention. Achieved 95% accuracy with 80% precision and 85% recall. **Technologies:** Python, SQL, LightGBM, Data Preprocessing ### 🔊 Audio-to-Insights Extraction using Whisper ASR & ChatGPT Integrated Whisper ASR for audio-to-text transcription and ChatGPT for insights extraction. Provided a complete audio-to-insight solution with Python and NLP techniques. **Technologies:** Python, Whisper, ChatGPT, NLP 🔍 Why Clients Choose Me ✅ Proven Track Record Over 7 years of experience delivering successful AI/ML projects. ✅ End-to-End Expertise From data preprocessing to model deployment, I handle the full AI pipeline. ✅ Impactful Results I deliver custom solutions that create real-world value for clients. ✅ Strong Communication Clear communicator, ensuring smooth collaboration and transparent progress. ✅ Quality-Driven I’m committed to high-quality work, ensuring deadlines are met and expectations exceeded. ⭐ Average Rating: 5.0 ⭐ (from 100+ reviews) ⚙️ Top Skills: AI, ML, NLP, Computer Vision, LLMs, MLOps Let’s Work Together! If you’re looking for a highly-skilled data scientist who can bring your AI/ML projects to life, I’d love to collaborate with you. Whether you need to develop a NLP-powered chatbot, create machine learning models, or analyze satellite data, I can help make your ideas a reality. Looking forward to working with you! Best regards, Ali Armaghan Ahmed Data Scientist | Machine Learning Engineerless

Transform Your Ideas into AI-Powered Applications for a Scalable Solution with Precision, Automation & Advanced Engineering Looking for AI Engineering, cross-platform app, or Web Scraping solutions? ➤ Looking to power AI models, dashboards, analytics, or automation systems? ➤ Want high-performance React Native mobile apps connected to scalable APIs? ➤ Need intelligent Python applications, backend systems, or AI-driven workflows? ➤ Want to extract data from complex, JavaScript-heavy, or protected websites? ➤ Need to convert large websites, platforms, or APIs into clean, structured data? I am an AI Engineer and React Native Developer with extensive experience in web scraping and automation, having over 5 years of hands-on experience delivering high-performance, scalable, and production-ready solutions. I help businesses design, build, and scale systems that combine data extraction, AI intelligence, backend engineering, and cross-platform applications. I specialize in Python-based development, AI integration, React Native mobile development, and advanced web scraping & automation, enabling me to deliver end-to-end solutions from raw data collection and AI logic to APIs, dashboards, and mobile apps. I have successfully scraped, processed, and automated data from 50+ complex websites, including highly dynamic, JavaScript-heavy platforms with anti-bot protections. My experience spans E-commerce, Real Estate, Sports, Social Media, FinTech, Healthcare, and EdTech. I excel in real-time data pipelines, AI-powered insights, structured data generation, data cleaning & validation, API development, and building scalable applications that transform raw data and ideas into actionable business intelligence and real-world products. 𝗠𝘆 𝗦𝗲𝗿𝘃𝗶𝗰𝗲𝘀: ➤ AI Engineering & Intelligent Systems Design and integrate AI-powered solutions for analytics, automation, monitoring, and decision-making. ➤ Python Development & Automation Build scalable Python applications, backend systems, and automated workflows using modern frameworks. ➤ Web Scraping & Data Extraction Extract reliable, structured data from static and JavaScript-heavy websites with high accuracy and stability. ➤ Large-Scale Web Crawling Design crawling systems for continuous, real-time, or scheduled data collection. ➤ Python Backend Development Develop secure, maintainable APIs and backend services using Django, Flask, and FastAPI. ➤ React Native Cross-Platform Applications Build iOS & Android apps integrated with Python and AI backends for seamless performance. ➤ E-commerce & Market Intelligence Automation Product scraping, price monitoring, competitor analysis, and inventory tracking. ➤ Social Media Data & Automation Data extraction, monitoring, analytics, and automation across social platforms. ➤ API Integration & AI-Powered Workflows Third-party API integrations, AI services, and custom automation pipelines. ➤ Desktop, Web & Internal Tools Custom Python tools and applications for business operations and automation. 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸 & 𝗧𝗼𝗼𝗹𝘀: Languages & Frameworks ➤ Python, JavaScript, React Native ➤ Django, Flask, FastAPI AI & Data Engineering ➤ AI APIs (LLM & ML integrations) ➤ Pandas, NumPy, data pipelines ➤ Data preprocessing, validation, enrichment Web Scraping & Automation ➤ Scrapy, Selenium, BeautifulSoup, Requests ➤ XPath, CSS Selectors, HTTP protocols ➤ Proxy rotation, CAPTCHA handling, anti-bot strategies ➤ Multi-threading & concurrency optimization Backend & APIs ➤ REST APIs, authentication, webhooks ➤ Third-party integrations ➤ Error handling, logging, monitoring Mobile Development ➤ React Native (iOS & Android) ➤ API-driven mobile architectures ➤ Firebase Realtime Database ➤ Performance-optimized cross-platform apps Data Outputs & Storage ➤ CSV, Excel, Google Sheets ➤ Databases & cloud storage ➤ Real-time feeds & dashboards Dev & Business Tools ➤ Git & version control ➤ CRM data extraction ➤ Automation frameworks & monitoring tools 𝗪𝗵𝘆 𝗖𝗵𝗼𝗼𝘀𝗲 𝗠𝗲? ➤ Strong Engineering Mindset: I design systems, not just scripts ➤ End-to-End Delivery: Data → AI → Backend → App ➤ Scalable & Maintainable Code: Built for growth and stability ➤ Accuracy & Reliability: High-precision data and robust systems ➤ Clear Communication: Transparent updates and realistic timelines ➤ Ethical & Compliant Practices: responsible data handling KeyWords to find me: AI Engineer, Python Developer, React Native Developer, Cross-Platform Mobile Apps, Full-Stack Python Development, Backend Development with Django, Flask, FastAPI, AI Integration, NLP, Predictive Analytics, Python Automation Scripts, Web Scraping, Data Extraction, Web Crawling, Dynamic JavaScript Websites, CSV & Excel Processing, Google Sheets Integration, Market Research Data, Competitor Analysis, Price Monitoring, React Native Mobile Apps, iOS & Android Development, API-Driven Mobile Applications, Performance-Optimized Apps, Git & Version Control, HubSpot,

I Engineer self-healing, AI augmented data automation systems that eliminate manual workflows and scale seamlessly. By combining advanced Python backend architectures (FastAPI, Django) with Azure AI and OpenAI, I build intelligent pipelines that don't just move data they autonomously extract, classify, validate, and enrich it. One system. Runs infinitely. Zero manual intervention. PROVEN IMPACT & CASE STUDIES Enterprise Document Automation: Engineered an automated tax-compliance pipeline leveraging Azure AI Document Intelligence and Python, completely replacing 100% of manual tax form processing with a single-click AI verification system. Mission-Critical Architectures: Designed and deployed a secure, end-to-end digital examination and data management platform for NASTP (National Aerospace Science & Technology Park), eliminating intensive manual administrative workflows. E-Commerce Data Warehouse & Custom API Pipeline: Architected a robust, scalable multi-source data extraction pipeline utilizing advanced ETL methodologies to ingest, clean, and sync high-volume market data into performance-optimized databases. CORE SPECIALTIES & HOW I DELIVER VALUE AI-Augmented ETL/ELT Pipelines Building resilient ingestion frameworks that use LLMs (OpenAI GPT-4o, Azure OpenAI) to process unstructured documents, PDFs, and raw text. Python structures the incoming data, Pydantic v2 strictly validates it, and PostgreSQL stores it securely. Custom API Architectures & Data Warehousing Developing high-performance, asynchronous REST APIs using FastAPI and Django. I integrate complex third-party webhooks, handle rate-limiting seamlessly, and model scalable relational databases backed by SQLAlchemy, Alembic migrations, and advanced SQL (CTEs, Window Functions). Serverless Cloud Deployment Deploying production-grade pipelines onto AWS (S3, Lambda, RDS) and Azure Blob Storage. Your systems run on fully automated schedules in the cloud without requiring manual infrastructure management. Enterprise BI & Analytics Dashboards Transforming raw, automated data warehouses into interactive, executive-level insights using Microsoft Power BI and custom Streamlit web applications. TECH STACK AI & Intelligence: OpenAI API · Azure AI Document Intelligence · Prompt Engineering Backend & APIs: Python · FastAPI · Django · Uvicorn · REST APIs · Pydantic v2 · Docker Data Automation & ETL: Pandas · NumPy · Custom Ingestion Pipelines · SQL Databases & ORM: PostgreSQL · SQLite · SQLAlchemy · Alembic · Snowflake Cloud Infrastructure: AWS (S3, Lambda, RDS) · Azure Cloud Storage BI & Analytics: Microsoft Power BI · Streamlit. Need data automated, AI-enhanced, or securely piped? Click "Invite to Job" to schedule a technical discovery call. I respond to all inquiries within 4 hours.

I help companies design and build production-ready AI agents, LLM applications, data platforms, and cloud-native systems on Microsoft Azure. I bring 20+ years of professional software engineering and architecture experience, a Master’s degree in Software Systems, and multiple Microsoft Azure certifications. Over the years, I have worked across enterprise solution architecture, cloud-native application modernization, data engineering, analytics, and now AI-driven automation and agentic systems. My strongest focus today is Agentic AI: multi-agent workflows, RAG-based knowledge systems, Copilot extensions, AI automation, and LLM-powered applications that connect securely with enterprise data and business processes. I do not just build prototypes — I design systems that are scalable, secure, maintainable, and ready for real users. I can help you with: 🤖 Agentic AI, LLM Apps & Copilot • AI agent and multi-agent orchestration using Azure AI Foundry, Semantic Kernel, CrewAI, OpenClaw and Microsoft Copilot • Retrieval Augmented Generation (RAG) and enterprise knowledge search using vector databases, Azure AI and secure data sources • LLM-powered applications, chatbots, workflow assistants and internal productivity tools • Model Context Protocol (MCP), A2A concepts, tool/function calling, evaluation and guardrails • AI workflow automation using n8n, Microsoft Graph API and enterprise integrations 📊 Data Engineering, Analytics & BI • Modern data platforms using Azure, Microsoft Fabric, Databricks, Delta Lake and Azure Synapse • Scalable ETL/ELT pipelines using Azure Data Factory, Apache Spark and Python • Lakehouse architecture, data modeling, semantic layers and enterprise reporting • Power BI dashboards, DAX modeling and performance optimization • Machine learning and analytics pipelines using Python, Pandas, NumPy, Scikit-learn and time-series techniques ☁️ Cloud-Native Architecture & Modernization • Cloud-native .NET applications, microservices and distributed systems • Azure, Kubernetes, Docker, Dapr, KEDA and Infrastructure as Code using Bicep • Secure API platforms using OAuth2, JWT, OpenID Connect, Keycloak and Azure Key Vault • Event-driven architectures using Kafka, Azure Event Hub and RabbitMQ • CI/CD pipelines using Azure DevOps and GitHub Actions Typical projects I work on include: • Building AI agents that automate business workflows and decisions • Creating RAG systems for internal documents, policies, tickets and knowledge bases • Integrating Copilot or custom LLM applications with Microsoft 365 and enterprise APIs • Designing Azure data platforms for reporting, analytics and machine learning • Migrating legacy .NET applications to modern microservices and cloud-native architecture • Setting up secure DevOps pipelines and production deployment practices Clients usually come to me when they need someone who can connect AI, data, cloud architecture and hands-on engineering execution. I can work directly with code and implementation, but I can also help clarify the roadmap, select the right Azure services, define the architecture, and guide teams toward a reliable production system. If you are building an AI agent, modern data platform, RAG solution, Copilot integration, or cloud-native application, I would be happy to help you plan it properly and deliver it with production quality.

🚀 100+ AI automation, GoHighLevel, N8N, CRM, Multi-Tenant SaaS, and MCP projects successfully delivered ⭐ 3,000+ hours completed with consistent 5-star client feedback 💬 Fluent English Communication ⚡ Available to start immediately — Click "Invite" What I Can Help You Build 🤖 AI Automation ● AI Agents & AI Assistants ● Business Process Automation ● Workflow Optimization ● RAG Systems & Knowledge Bases ● OpenAI, Claude & Custom LLM Integrations ● AI Chatbots & Conversational AI ● Intelligent Document Processing ● AI-powered Customer Support 🚀 GoHighLevel (GHL) ● Complete CRM Setup & Customization ● Marketing Automation ● Lead Generation Systems ● Sales Funnels & Landing Pages ● Pipeline & Opportunity Management ● Appointment Booking Automation ● Client Onboarding Workflows ● SaaS Mode Configuration ● White-label Agency Setup ⚙️ N8N Automation ● Custom Workflow Development ● API Integrations ● Webhooks & Event-driven Automation ● Third-party Platform Integrations ● AI-powered Workflows ● Business Process Automation ● Data Synchronization ● Custom Nodes & Advanced Logic 📈 CRM Solutions ● CRM Implementation & Customization ● Lead Management ● Customer Lifecycle Automation ● Sales Automation ● HubSpot Integration ● Salesforce Integration ● Zoho CRM Integration ● GoHighLevel CRM ● Reporting Dashboards ● Data Migration 🏢 Multi-Tenant SaaS Development ● Multi-Tenant Architecture ● Tenant Management ● Role-based Access Control (RBAC) ● User & Organization Management ●Subscription & Billing Systems ● Enterprise SaaS Platforms ● Scalable Cloud Applications 🔌 MCP (Model Context Protocol) ● Custom MCP Servers ● AI Tool Integrations ● Enterprise AI Connectivity ● Database & API Integration ● Agent Tool Calling ● AI Ecosystem Development ● Advanced AI Workflows Why Clients Hire Me ✅ 100+ successful automation and SaaS projects ✅ Clean, scalable, and maintainable solutions ✅ Fast communication and regular progress updates ✅ Strong API integration expertise ✅ Business-first automation strategy ✅ Long-term support and optimization Technologies & Platforms Automation ● N8N ● Make (Integromat) ● Zapier AI ● OpenAI ● Claude ● Gemini ● MCP ● LangChain ● RAG ● Vector Databases CRM ● GoHighLevel ● HubSpot ● Salesforce ● Zoho CRM Development ● Node.js ● Python ● REST APIs ● GraphQL ● Webhooks Cloud & Database ● Supabase ● Firebase ● PostgreSQL ● MySQL ● MongoDB Industries I've Worked With ● Marketing Agencies ● SaaS Companies ● Healthcare ● Real Estate ● E-commerce ● Finance ● Home Services ● Education ● Recruitment Let's Build Something Great Whether you need an AI Automation Expert, GoHighLevel Expert, N8N Developer, CRM Specialist, Multi-Tenant SaaS Developer, or MCP Expert, I build reliable automation systems that save time, reduce costs, and help businesses scale faster. 📩 Click "Invite" and let's discuss how I can help automate and grow your business. Core Skills & Keywords AI Automation • AI Agents • AI Assistants • Agentic AI • Workflow Automation • Business Process Automation • GoHighLevel (GHL) • GHL Automation • CRM Development • CRM Integration • Lead Generation • Marketing Automation • Sales Automation • Email Automation • SMS Automation • Appointment Booking • N8N • Make • Zapier • API Integration • Webhooks • MCP • Model Context Protocol • AI Tool Calling • OpenAI • Claude • Gemini • LangChain • RAG • Knowledge Base • HubSpot • Salesforce • Zoho CRM • Multi-Tenant SaaS • SaaS Architecture • Enterprise SaaS • Node.js • Python • REST API • PostgreSQL • Supabase • Firebase • Digital Transformation

I don't just move data from A to B — I build systems that stay reliable when requirements change, data volumes grow, and edge cases appear at 2am. As a Data Engineer, I've built production-grade pipelines on Azure Databricks using a 4-layer Medallion architecture processing real IoT asset data across enterprise trade channels. I've implemented Delta Live Tables with streaming ingestion, SCD Type 1 CDC deduplication, and Databricks Workflows orchestration — the kind of infrastructure that doesn't just work on day one, but holds up six months later. What I care about: pipelines that don't need babysitting. Schemas that survive upstream changes. Alerts that fire when something actually matters. I think about data quality at the layer it enters, not after it's caused a problem downstream. I've also gone beyond pure engineering — I integrated a LangGraph AI analyser into a live data pipeline with multi-channel alerting (Teams, Email, WhatsApp), which means I understand where data ends and intelligence begins. My stack: Python · PySpark · SQL · Delta Live Tables · Azure Databricks · ADLS Gen2 · Power BI · Tableau I'm early in my career but not early in my thinking. If you want someone who asks "what happens when this breaks?" before they write the first line of code — let's talk.

Build production machine learning systems: forecasting, NLP, computer vision, and tabular models, plus the MLOps to deploy and monitor them, so the model keeps working after it ships. Machine Learning Engineer with 8+ years taking ML projects from raw data to live deployment in Python and AWS. Shipped models across telecom, automotive, energy, renewables, shipping, and e-commerce: demand forecasting, customer scoring and segmentation, anomaly detection, NLP, and decision automation. 🔑𝐂𝐨𝐫𝐞 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞: 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠: Predictive modeling, classification, regression, forecasting, time series, clustering, anomaly detection, recommendation systems, feature engineering 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞: Python, Pandas, NumPy, Scikit-learn, statistical analysis, data wrangling, EDA, A/B testing 𝐃𝐞𝐞𝐩 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠, 𝐍𝐋𝐏 & 𝐂𝐕: TensorFlow, PyTorch, neural networks, text classification, embeddings, image classification, object detection 𝐌𝐋𝐎𝐩𝐬 & 𝐂𝐥𝐨𝐮𝐝: AWS (SageMaker, EC2, S3, Lambda), Docker, MLflow, CI/CD, model deployment, monitoring, scalable pipelines 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 & 𝐁𝐚𝐜𝐤𝐞𝐧𝐝: FastAPI, Flask, Django, REST APIs, n8n, Zapier, Make, webhooks 𝐀𝐈, 𝐋𝐋𝐌 & 𝐁𝐨𝐭𝐬: GPT-4, Claude, RAG, LangChain, LangGraph, vector databases, prompt engineering, AI agents, chatbot development, conversational AI, Telegram/Discord/Slack bots Tell me your data and the outcome you need. I'll reply with how I'd approach the model and a rough timeline, so you know what working with me looks like before you commit.

𝗪𝗶𝘁𝗵 𝟳+ 𝘆𝗲𝗮𝗿𝘀 𝗼𝗳 𝗵𝗮𝗻𝗱𝘀-𝗼𝗻 𝗲𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲, 𝗜 𝗯𝘂𝗶𝗹𝗱 𝗰𝗹𝗲𝗮𝗻, 𝘀𝗰𝗮𝗹𝗮𝗯𝗹𝗲, 𝗮𝗻𝗱 𝗵𝗶𝗴𝗵-𝗽𝗲𝗿𝗳𝗼𝗿𝗺𝗶𝗻𝗴 𝘄𝗲𝗯 𝗮𝗻𝗱 𝗺𝗼𝗯𝗶𝗹𝗲 𝗮𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 𝘁𝗵𝗮𝘁 𝗵𝗲𝗹𝗽 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀𝗲𝘀 𝗴𝗿𝗼𝘄 ,𝗳𝗿𝗼𝗺 𝗲𝗮𝗿𝗹𝘆-𝘀𝘁𝗮𝗴𝗲 𝘀𝘁𝗮𝗿𝘁𝘂𝗽𝘀 𝘁𝗼 𝗲𝘀𝘁𝗮𝗯𝗹𝗶𝘀𝗵𝗲𝗱 𝗲𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲𝘀. You've spent months building a SaaS ,but without AI, you're already behind the apps launched last week. I integrate LLMs, RAG, and GPT into your web or mobile product in 1-week , turning it into something your competitors can't copy fast enough. If it doesn't perform as scoped, I rebuild it free. No risk. Just results. WHO THIS IS FOR If you're a founder, CTO, or product owner who wants to: → Add AI features (chatbots, smart search, auto-responses, predictions) to an existing SaaS → Build a new AI-powered web or mobile app from scratch → Integrate GPT-4, Claude, LLaMA, or any LLM into your product → Replace manual workflows with autonomous AI agents → Launch an AI SaaS product that users pay for , and never cancel Then you're in the right place. THE PROBLEM WITH MOST AI DEVELOPERS Most developers treat AI as a plugin. They connect an API, wrap it in a button, and call it "AI-powered." Your users aren't fooled. And your retention numbers show it. Real AI integration means: → Understanding your users' workflows deeply → Building LLM pipelines that are fast, accurate, and cost-efficient → Designing RAG systems so your app answers with YOUR data — not hallucinations → Shipping features that make users think: "How did I ever use this without AI?" That's what I build. WHAT I DELIVER ▸ AI-Powered SaaS Products Custom SaaS platforms with LLM features baked in from day one , smart dashboards, AI copilots, automated workflows, and GPT-powered user experiences that drive retention and reduce churn. ▸ LLM Integration into Existing Apps Already have a web or mobile app? I add intelligence to it , GPT-4, Claude, Mistral, or open-source LLMs wired into your existing codebase without breaking what already works. ▸ RAG Pipelines & Knowledge Bases I build Retrieval-Augmented Generation systems so your app answers questions using YOUR documents, databases, and data , not generic AI guesswork. Fast, accurate, hallucination-resistant. ▸ AI Chatbots & Autonomous Agents Custom ChatGPT-style assistants and AI agents that don't just answer , they act. Book appointments, generate reports, search databases, trigger workflows , all automatically. ▸ Voice AI & Multimodal Apps Multilingual voice interfaces, speech-to-text pipelines, and multimodal AI apps (text + image + voice) for global products and enterprise customer support systems. ▸ Full-Stack AI Web & Mobile Development End-to-end: from UI/UX design to backend architecture to cloud deployment. React, Next.js, FastAPI, Node.js ,whatever your stack, I build the full product, not just the AI layer. PROVEN RESULTS (Not Promises) → Fraud detection system: reduced client losses by 62% in 90 days → Demand forecasting model: cut e-commerce inventory costs by 30% → Anomaly detection in IoT sensors: prevented $2M+ in industrial downtime → Real-time surveillance AI: 99.5% accuracy for Fortune 500 security → Medical imaging AI: 95%+ sensitivity for skin cancer detection → 50+ AI products shipped across fintech, healthcare, e-commerce, and enterprise → Zero refunds. Zero failed productions. MY TECH STACK LLMs & AI: GPT-4, Claude, LLaMA-2, Mistral, Falcon, Cohere Frameworks: LangChain, LlamaIndex, HuggingFace, OpenCV, PyTorch, TensorFlow RAG & Vector DBs: Pinecone, FAISS, Weaviate, ElasticSearch, ChromaDB Full-Stack: React, Next.js, FastAPI, Node.js, Django, Flutter Cloud & MLOps: AWS SageMaker, GCP Vertex AI, Docker, Kubernetes, MLflow Data: Apache Kafka, Snowflake, BigQuery, Apache Spark, PostgreSQL THE OFFER (Why Hiring Me Is a No-Brainer) Here's what you get — and what you don't risk: ✔ Working prototype delivered in Week 1 — so you're testing results, not waiting on promises ✔ End-to-end ownership — I handle architecture, development, testing, and deployment ✔ Production-ready code — not "works on my machine" demos ✔ Free rebuild guarantee — if it doesn't meet the agreed scope after handoff, I fix it at no cost ✔ 50+ hours/week availability — full-time, flexible across time zones ✔ Plain-English communication — no jargon, no confusion, just clarity Your competitors are already integrating AI. Every week you wait is a week they pull further ahead. HOW WE START Simple. No long discovery calls. No complicated onboarding. Message me with what your app does (or what you want to build) I'll tell you in 24 hours exactly which AI features will have the biggest impact We scope it, agree on milestones, and I start Week 1 One conversation. That's all it takes to see how close you already are. LET'S TALK Message me now. I respond within minutes !. Najeeb ullah | AI Engineer | LLM & SaaS Developer | Top Rated | 50+ Products Shipped

𝐀𝐈 𝐂𝐡𝐚𝐭𝐛𝐨𝐭 & 𝐑𝐀𝐆 𝐄𝐱𝐩𝐞𝐫𝐭 | 𝐏𝐲𝐭𝐡𝐨𝐧 𝐁𝐚𝐜𝐤𝐞𝐧𝐝 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 | 𝐋𝐚𝐧𝐠𝐂𝐡𝐚𝐢𝐧 | 𝐎𝐩𝐞𝐧𝐀𝐈 | 𝐌𝐮𝐥𝐭𝐢-𝐀𝐠𝐞𝐧𝐭 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 AI Engineer for Founders Who Hate Wasting Time I don’t pitch dreams. I ship results. You’re not here to experiment. You’re here to win. Most developers are still figuring out how to “talk to GPT.” I’m focused on building real AI products that handle scale, memory, search, and logic the right way. I’m a reliable technical expert who fixes difficult legacy systems and delivers strong, long-term solutions. → I work like a co-founder. → Not a contractor. Not an agency. → A builder who gets things done. 𝐘𝐨𝐮 𝐛𝐫𝐢𝐧𝐠 𝐭𝐡𝐞 𝐀𝐈 𝐮𝐬𝐞 𝐜𝐚𝐬𝐞. → I turn it into a working product in days. → No fluff. No endless slides. No delays. → Just clean, scalable, revenue-focused systems built to perform. 𝐑𝐞𝐜𝐞𝐧𝐭 𝐃𝐞𝐩𝐥𝐨𝐲𝐦𝐞𝐧𝐭𝐬 (𝐍𝐨𝐭 𝐃𝐞𝐦𝐨𝐬 𝐑𝐞𝐚𝐥 𝐏𝐫𝐨𝐝𝐮𝐜𝐭𝐬) • 1,000+ PDFs ingested and summarized using a multi-agent LangChain system • Company-trained chatbot with live vector search, memory, and analytics • AI assistant that pulls answers from proprietary company data in seconds • FastAPI backend integrated with OpenAI + Pinecone + Supabase, from zero to live in 5 days 𝐖𝐡𝐚𝐭 𝐈 𝐀𝐜𝐭𝐮𝐚𝐥𝐥𝐲 𝐃𝐞𝐥𝐢𝐯𝐞𝐫 • RAG pipelines that feel seamless for users • AI agents that handle 80% of human support workflows • Clean APIs that scale without crashes or chaos • Full-stack AI systems from LLM logic to polished frontend experiences • Architecture that keeps your product investor and demo-ready at all times 𝐒𝐭𝐚𝐜𝐤 𝐈 𝐖𝐨𝐫𝐤 𝐈𝐧 (𝐍𝐨𝐭 “𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠”) Python | FastAPI | Flask LangChain | OpenAI | Claude | LLaMA Supabase | Vercel | Pinecone | FAISS Multi-agent orchestration | Tool use | RAG Document QA | Embedding pipelines | Secure APIs 𝐌𝐲 𝐎𝐩𝐞𝐫𝐚𝐭𝐢𝐧𝐠 𝐌𝐨𝐝𝐞 You bring the vision. I bring the working product. No endless planning. No delays. No “we’ll get back to you.” Just real software delivered like it actually matters. Because it does. 𝐘𝐨𝐮 𝐖𝐚𝐧𝐭 𝐑𝐎𝐈? 𝐈 𝐃𝐞𝐥𝐢𝐯𝐞𝐫 𝐈𝐭. • No fluff • No playground MVPs • No dev shop theater • white_check_mark: Yes to fast execution • white_check_mark: Yes to scalable systems • white_check_mark: Yes to products you can pitch, deploy, or demo by Friday 📩 Send me the use case. I’ll show you a working module within 72 hours. → If it’s not good enough, I walk away. No charge. No excuses. No ego. You’re either building with people who execute or watching them pass you. 🔎 Core Skills & Keywords #AI #MachineLearning #GenerativeAI #ChatGPT #LLMs #RAG #LangChain #OpenAI #Claude #HuggingFace#AIChatbots #AIAutomation #FastAPI #Django #Flask #Python #MLPipelines #VectorDatabases #Pinecone #FAISS #Chroma #NLP #DeepLearning#TensorFlow #PyTorch #XGBoost #Pandas #NumPy#AWS #GCP #Azure #APIIntegration #AIEngineering #CustomAI

Web Scraping | Data Extraction | ETL Pipeline | Python Automation | Lead Generation | 100% Job Success | $20K+ Earned | 63 Jobs Completed I build production-ready web scrapers, automation scripts, and ETL pipelines that run 𝟐𝟒/𝟕 without 𝐛𝐫𝐞𝐚𝐤𝐢𝐧𝐠. With 𝟓+ years of experience, 𝟏𝟎𝟎% Job Success, and 𝟔𝟎+ completed projects, I help businesses extract clean, structured data from websites, APIs, PDFs, and databases. Delivered directly to CSV, Excel, Google Sheets, MySQL, PostgreSQL, MongoDB, or BigQuery. 𝐖𝐡𝐚𝐭 𝐈 𝐂𝐚𝐧 𝐁𝐮𝐢𝐥𝐝 𝐟𝐨𝐫 𝐘𝐨𝐮: ✅ 𝐖𝐞𝐛 𝐒𝐜𝐫𝐚𝐩𝐢𝐧𝐠 & 𝐃𝐚𝐭𝐚 𝐄𝐱𝐭𝐫𝐚𝐜𝐭𝐢𝐨𝐧: Scrapy, Selenium, Playwright, BeautifulSoup, Requests ✅ 𝐏𝐲𝐭𝐡𝐨𝐧 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐒𝐜𝐫𝐢𝐩𝐭𝐬: Task automation, workflow automation, CRON jobs, bots, RPA ✅ 𝐄𝐓𝐋 𝐏𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬 & 𝐃𝐚𝐭𝐚 𝐏𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠: Extract, transform, load. Data cleaning, validation, and deduplication ✅ 𝐋𝐞𝐚𝐝 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧 & 𝐂𝐨𝐧𝐭𝐚𝐜𝐭 𝐄𝐱𝐭𝐫𝐚𝐜𝐭𝐢𝐨𝐧: GMB, LinkedIn, Apollo, YellowPages, Yelp, Real Estate ✅ 𝐀𝐏𝐈 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 & 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: REST APIs, JSON, XML, webhooks, third-party integrations ✅ 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭: MySQL, PostgreSQL, MongoDB, SQLite, BigQuery, cloud databases ✅ 𝐂𝐀𝐏𝐓𝐂𝐇𝐀 & 𝐀𝐧𝐭𝐢-𝐁𝐨𝐭 𝐁𝐲𝐩𝐚𝐬𝐬: Dynamic pages, login-protected sites, Cloudflare, proxies 𝐑𝐞𝐜𝐞𝐧𝐭 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬: 📌 𝐑𝐞𝐚𝐥 𝐄𝐬𝐭𝐚𝐭𝐞 𝐃𝐚𝐭𝐚 𝐏𝐢𝐩𝐞𝐥𝐢𝐧𝐞: Scraped 𝟓,𝟎𝟎𝟎,𝟎𝟎𝟎+ property listings from Zillow, Realtor, and Redfin. Delivered to PostgreSQL with automated daily updates. 📌 𝐄-𝐜𝐨𝐦𝐦𝐞𝐫𝐜𝐞 𝐏𝐫𝐢𝐜𝐞 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞: Built Scrapy scrapers tracking 𝟐𝟎,𝟎𝟎𝟎,𝟎𝟎𝟎+ SKUs across Amazon, eBay, and Walmart. Helped client optimize pricing and increase margins. 📌 𝐋𝐞𝐚𝐝 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧 𝐒𝐲𝐬𝐭𝐞𝐦: Automated extraction of 𝟏𝟎,𝟎𝟎𝟎,𝟎𝟎𝟎+ verified B2B leads from GM + Apollo. Delivered clean CSV with email, phone, and company data. 📌 𝐄𝐓𝐋 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧: Built Python pipeline extracting data from 𝟖𝟎𝟎𝟎+ sources, cleaning, and loading to BigQuery for real-time dashboards. 𝐖𝐡𝐲 𝐂𝐥𝐢𝐞𝐧𝐭𝐬 𝐇𝐢𝐫𝐞 𝐌𝐞: ✓ 100% Job Success: Proven track record of delivery ✓ $20K+ Earned: Trusted by 60+ clients worldwide ✓ 24/7 Availability: Fast response, daily updates ✓ Clean, Documented Code: You own everything, fully explained ✓ End-to-End Solutions: From scraping to database to reporting 𝐈𝐧𝐝𝐮𝐬𝐭𝐫𝐢𝐞𝐬 𝐢 𝐒𝐞𝐫𝐯𝐞: Real Estate | E-commerce | Lead Generation | Financial Data | Healthcare | Travel & Hospitality | Automotive | Job Boards | Directories | Market Research 𝐋𝐞𝐭'𝐬 𝐖𝐨𝐫𝐤 𝐓𝐨𝐠𝐞𝐭𝐡𝐞𝐫: Send me the website you need scraped + your desired output format. I'll analyze it for free and give you a clear timeline and fixed price. Click the "Hire Me" button or send an invitation. I typically respond within 1-2 hours. 𝐓𝐞𝐜𝐡 𝐒𝐭𝐚𝐜𝐤: `Python` `Web Scraping` `Data Extraction` `Data Mining` `ETL Pipelines` `Automation Scripts` `Scrapy` `Selenium` `Playwright` `BeautifulSoup` `Requests` `Pandas` `NumPy` `API Integration` `REST API` `JSON` `MySQL` `PostgreSQL` `MongoDB` `SQLite` `BigQuery` `Cloud Functions` `Google Sheets Automation` `Lead Generation` `Real Estate Scraping` `E-commerce Scraping` `CAPTCHA Solving` `Proxy Rotation` `CRON Jobs` `Task Automation` `Workflow Automation` `Bot Development` `Data Cleaning` `Data Validation` `Data Normalization`