I help startups and scaling teams build AI-powered Python systems, including agentic AI systems, LLM integrations, RAG pipelines, production backend APIs, and ML infrastructure. G'day, I'm a Senior Full-Stack Python AI Engineer with over 7 years of experience building SaaS products, backend systems, and AI features that run in real applications. I’ve built multiple products that reached Y Combinator (YC) proving my ability to turn ideas into scalable, investor-backed startups. A lot of my work sits on the backend. I design APIs, services, and system architecture using Python frameworks like FastAPI, Django, and Flask. I care quite a bit about clean architecture, well-structured APIs, and systems that are easy for teams to maintain months or years down the line, not just something that works for a demo. Over the past few years, a big part of my work has also been integrating AI capabilities into real products. That means building production-ready LLM integrations, RAG pipelines, and agentic AI systems. I work with LLMs such as OpenAI's GPT models, Claude, and Gemini, and I build multi-step AI agents, agentic workflows, RAG pipelines, chatbots, internal knowledge assistants, and ML features that support real business workflows. The focus is always on making these systems reliable and predictable inside production environments. I've also worked across the machine learning engineering lifecycle when projects require it. That includes building data pipelines, training models, exposing them through APIs, and setting up monitoring so the system keeps behaving as expected after deployment. On the infrastructure side, I usually deploy services using Docker and cloud platforms like AWS or GCP. That includes setting up CI/CD pipelines, containerized deployments, scalable ML inference systems, and monitoring so teams have visibility into how things are running. Over time I've worked with companies across several industries including SaaS, fintech, edtech, logistics, real estate, healthcare, retail, gaming, and media platforms. Technologies I work with regularly Backend and APIs: Python, FastAPI, Django, Flask, REST APIs, GraphQL, SQLAlchemy, Pydantic, Asyncio, Microservices Architecture, API Integrations Frontend: React, Next.js, Tailwind CSS AI, LLM Integration and Intelligent Systems: OpenAI (GPT-5, GPT-5.2), Claude, Gemini, LangChain, LlamaIndex, LangGraph, Agentic AI, AI Agents, Agentic Workflows, RAG Pipeline Development, Chatbots, Knowledge Assistants, Prompt Orchestration Machine Learning and Data Science: PyTorch, TensorFlow, scikit-learn, XGBoost, LightGBM, Hugging Face, OpenCV, Pandas, NumPy, SciPy Vector Databases and Embeddings: Pinecone, Weaviate, FAISS, Vector Embeddings, Semantic Search Databases and Data Systems: PostgreSQL, MySQL, MongoDB, Redis, Elasticsearch, Kafka, Data Modeling and Query Optimization Background Processing and Distributed Tasks: Celery, Redis Queues, Async Workers, Scheduled Jobs ML Infrastructure and Data Pipelines: Airflow, Feast, MLflow, DVC, Feature Pipelines, Experiment Tracking, Model Versioning Cloud and Infrastructure: Docker, Kubernetes, Terraform, AWS (EC2, ECS, Lambda, S3, RDS, SageMaker, ECR, API Gateway), GCP (Cloud Run, Vertex AI, GCS, BigQuery) Monitoring and DevOps: Prometheus, Grafana, OpenTelemetry, GitHub Actions, GitLab CI, CI/CD Pipelines If you're looking for a Python AI engineer who can take your backend systems, LLM integration, agentic AI workflows, or RAG pipeline from idea to production, share what you're building and I'll give you a direct take on the best path forward. Python | FastAPI | Django | Flask | REST API | API Development | Backend Development | Backend API Development | Microservices | Software Architecture | System Design | Distributed Systems | Scalable Systems | High Performance Systems | SaaS Development | API Integration | GraphQL | SQLAlchemy | Pydantic | Asyncio | PostgreSQL | MySQL | MongoDB | Redis | Elasticsearch | Database Design | Query Optimization | Artificial Intelligence | Generative AI | Large Language Models | LLM | OpenAI API | GPT-4 | GPT-5 | Claude | Gemini | LangChain | LlamaIndex | LangGraph | AI Agents | Agentic AI | Agentic Workflows | AI Chatbot Development | Chatbot Development | Conversational AI | Prompt Engineering | Prompt Optimization | RAG | Retrieval Augmented Generation | Vector Database | Vector Search | Pinecone | Weaviate | FAISS | Semantic Search | Embeddings | Knowledge Base Systems | Knowledge Assistants | Document AI | Information Retrieval | Search Systems | Hybrid Search | Data Indexing | Machine Learning | Deep Learning | PyTorch | TensorFlow | scikit-learn | XGBoost | LightGBM

Hi, I’m Mukul Bhele. I help businesses turn raw data into clear, actionable insights through dashboards, analytics, and automation. With hands-on experience across supply chain, e-commerce, and operations data, I’ve built 100+ dashboards and automated reporting systems, improving decision-making speed and reducing manual effort significantly. I specialize in solving real business problems — from tracking KPIs and optimizing inventory to building end-to-end data workflows and AI-powered dashboards. What I can help you with: ✔ Power BI, Tableau & Metabase Dashboards ✔ AI-powered Dashboards & Smart Insights (forecasting, recommendations) ✔ SQL & Data Extraction (complex queries, optimization) ✔ Python Analysis (Pandas, NumPy, EDA) ✔ Data Cleaning & Transformation ✔ Business Insights & KPI Reporting ✔ Automation (scheduled reports, alerts, workflows) ✔ Databricks & Cloud Data Pipelines Tools & Tech: ✔ Power BI | Tableau | Metabase ✔ SQL (Advanced) ✔ Python (Pandas, NumPy, Matplotlib, Seaborn) ✔ Databricks ✔ Azure | BigQuery ✔ Excel (Advanced) ✔ Power Automate What you get: ✅ Clean, interactive dashboards (BI + AI-driven) ✅ Business-focused insights (not just charts) ✅ Scalable data solutions (Databricks / Cloud) ✅ Fast communication & reliable delivery If you're looking for someone who can not just build dashboards but also add intelligence to your data — let’s connect.

𝗪𝗮𝗻𝘁 𝘁𝗼 𝗺𝗶𝗻𝗶𝗺𝗶𝘇𝗲 𝗿𝗶𝘀𝗸𝘀 𝗮𝗻𝗱 𝗺𝗮𝘅𝗶𝗺𝗶𝘇𝗲 𝗽𝗿𝗼𝗳𝗶𝘁𝘀? 𝗠𝘆 𝗤𝗔 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗲𝘀 𝗰𝗮𝗻 𝗿𝗲𝗱𝘂𝗰𝗲 𝘆𝗼𝘂𝗿 𝗿𝗲𝗹𝗲𝗮𝘀𝗲 𝗰𝘆𝗰𝗹𝗲 𝗯𝘆 𝟯𝟬%, 𝗲𝗻𝘀𝘂𝗿𝗶𝗻𝗴 𝗾𝘂𝗶𝗰𝗸𝗲𝗿 𝘁𝗶𝗺𝗲-𝘁𝗼-𝗺𝗮𝗿𝗸𝗲𝘁 𝗮𝗻𝗱 𝗽𝗼𝘁𝗲𝗻𝘁𝗶𝗮𝗹𝗹𝘆 𝗶𝗻𝗰𝗿𝗲𝗮𝘀𝗶𝗻𝗴 𝗿𝗲𝘃𝗲𝗻𝘂𝗲 𝗯𝘆 𝘂𝗽 𝘁𝗼 𝟮𝟬%. 𝗗𝗼𝗻’𝘁 𝗹𝗲𝗮𝘃𝗲 𝗾𝘂𝗮𝗹𝗶𝘁𝘆 𝘁𝗼 𝗰𝗵𝗮𝗻𝗰𝗲; 𝗹𝗲𝘁’𝘀 𝗰𝗼𝗻𝗻𝗲𝗰𝘁! Are you looking for a dedicated QA Specialist to ensure your software is flawless, reliable, and user-friendly? With over 15 years of experience in manual testing and test automation, I’ve tested more than 100 applications across web (Windows, Mac and Linux), mobile (iOS/Android), and desktop platforms. I also bring over 3 years of web development experience, enabling me to understand and develop efficient backend systems. This unique hybrid skillset ensures exceptional stability and scalability in software solutions across multiple industries. 𝗤𝗔 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 & 𝗠𝗮𝗻𝘂𝗮𝗹 𝗧𝗲𝘀𝘁𝗶𝗻𝗴 - Expertise in functional, regression, performance, and API testing - Development of test automation frameworks using Selenium, Appium, and JMeter - End-to-end testing strategies to ensure software quality and stability - CI/CD test integration for seamless software releases - Ensuring compliance with industry standards (GDPR, HIPAA, etc.) 𝗪𝗲𝗯 𝗦𝗰𝗿𝗮𝗽𝗶𝗻𝗴 & 𝗗𝗮𝘁𝗮 𝗣𝗿𝗼𝗰𝗲𝘀𝘀𝗶𝗻𝗴 - Extracting and structuring large datasets from various platforms - Expertise in BeautifulSoup, Scrapy, and custom automation scripts - Data validation and cleaning to ensure accuracy and compliance - Building scalable data pipelines for analytics and reporting 𝗣𝘆𝘁𝗵𝗼𝗻 𝗗𝗷𝗮𝗻𝗴𝗼 𝗪𝗲𝗯 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 - Building and maintaining RESTful APIs - Database management with MySQL and Redis - Cloud integrations with AWS (Lambda, S3, RDS, ECS) - Developing secure and scalable backend solutions I take full ownership of projects, collaborating closely with your team to integrate quality assurance, intelligent data handling, and reliable backend engineering into a comprehensive, end-to-end service that drives business success. Let’s connect and discuss how I can help achieve your project goals! 𝗞𝗲𝘆𝘄𝗼𝗿𝗱𝘀: QA Engineer, QA Tester, QA Automation, Automation Tester, Automation Engineer, Manual QA Engineer, Software Tester, SDET, Software QA Engineer, SQA Engineer, Bug Hunter, QA Automation Engineer, Mobile App Tester, Website Tester, Quality Assurance Engineer, Part-Time QA Engineer, Software QA Specialist, Test Automation & Manual QA, Web App Tester, Software Quality Assurance Engineer, UI/UX Auditor, QA Analyst, Mobile App Testing, Desktop Testing, Manual Testing Specialist, SaaS Product Tester, End-to-End Engineer, Manual QA, Q/A, Detail-Oriented Manual Tester, Front-End QA Tester, QA Bug Bounty Tester, Website Functionality Tester, Web QA Engineer, AI Automation, Functional Testing, API Testing, Regression Testing, Jira, Selenium, Appium, Playwright, Cypress, BeautifulSoup, Scrapy, Data Processing, Pandas, NumPy, Python, k6, QA Testing, Software Testing.

I build Python automations that replace hours of manual work. Recent examples: → Built a candlestick chart generator processing 50,000+ data points across multiple timeframes ($600 project, delivered in 5 days) → Automated government document inventory for 10,000+ CSV/ZIP files → Created sales reporting dashboard with automated Excel/PDF export Background: 17 years as Business Analyst & Product Manager in South Korea. I understand both the technical and business side of data projects. I respond within 2 hours during KST business hours.

I am an AI Engineer and Web Scraping expert who helps businesses automate complex workflows and extract hard-to-reach data. Unlike generic scripts that break easily, I build production-grade solutions that handle edge cases and scale with your needs. What I can build for you: → AI Agents: Custom chatbots and agents that can perform tasks, not just answer questions. Experience with LangGraph, RAG, and Vapi for voice agents. → Workflow Automation: I'll automate your tasks with n8n by creating custom workflows that integrate third-party APIs, handle complex logic, and trigger AI agents. → Web Scrapers: High-efficiency scrapers for dynamic websites (JavaScript-heavy, infinite scroll) and anti-bot protected domains. → Machine Learning and NLP: I'll build and fine-tune models for NLP tasks (Entity Extraction, Summarization) using PyTorch, TensorFlow, and HuggingFace Transformers. Tech Stack Languages: Python, C++, SQL Machine Learning: PyTorch, TensorFlow, Transformers, scikit-learn, OpenCV Generative AI & LLMs: LangChain, LangGraph, OpenAI API, RAG, ChromaDB, LanceDB, Pydantic AI, Mem0 Data Analysis: pandas, NumPy, Matplotlib, seaborn, Streamlit Backend: FastAPI, Flask, PostgreSQL, REST APIs, Postman, GCP Web Scraping & Automation: Scrapy, Selenium, Playwright, BeautifulSoup4, Requests Tools: Git, Bitbucket, Docker, Jupyter Notebook I am available for both short-term fixes and long-term development. Let's connect and get your automation running.

⚡ M Safiullah — Web Scraping Expert & Python Automation Specialist Looking for a web scraping developer or Python automation expert? I build reliable web scrapers, scalable browser automation systems, and custom API integrations using modern Python tools. With 5+ years of hands-on experience, I deliver production-ready scrapers, automation bots, and data pipelines that handle dynamic websites, CAPTCHAs, and advanced anti-bot protections. ⭐ Web Scraping & Data Extraction 🟢 Large-scale web scraping with Scrapy, Requests, HTTPX & aiohttp 🟢 Selenium, Playwright & Undetected Chromedriver — headful & headless automation 🟢 BeautifulSoup4, lxml & XPath for fast, accurate HTML parsing 🟢 JavaScript-heavy site scraping (React, Vue, Angular, SPAs) 🟢 Stealth scraping — bypass Cloudflare, DataDome, PerimeterX & anti-bot systems 🟢 Browser fingerprint spoofing, proxy rotation & user-agent randomization 🟢 CAPTCHA solving — 2Captcha, Anti-Captcha, hCaptcha & reCAPTCHA v2/v3 🟢 Token, cookie & header extraction for advanced API session reuse ⭐ Python Automation & API Integration 🟢 Custom REST API development & third-party API integration 🟢 Workflow automation — login flows, form fills, pagination, file downloads 🟢 ADB, Appium & emulator automation for mobile app data extraction 🟢 Scheduled scrapers & cron-based data pipelines (AWS, GCP, VPS deployment) 🟢 Webhook integrations — Zapier, Make, n8n & custom solutions 🟢 Email, SMS & WhatsApp automation via API 🟢 Pandas & NumPy data processing — export to CSV, JSON, Excel, Google Sheets & databases ⭐ What I Deliver 🟢 Lead generation scrapers — directories, job boards, real estate, e-commerce & social media 🟢 Price monitoring & competitor tracking systems 🟢 End-to-end automation bots with error handling, retries & logging 🟢 Clean, structured datasets ready for analysis or CRM import 🟢 Real-time data feeds via API endpoints or webhooks 🟢 Production-ready code with documentation & deployment support ⭐ Why Clients Choose Me 🟢 Clean, maintainable code — built for long-term scalability 🟢 Fast turnaround with transparent communication & post-delivery support 🟢 Expertise across scraping, automation & API workflows — one developer, full stack 🟢 AI-assisted development for 3x faster delivery without compromising quality ⭐ Tech Stack Python • Scrapy • Selenium • Playwright • Requests • HTTPX • BeautifulSoup • lxml • Pandas • FastAPI • Flask • PostgreSQL • MongoDB • Redis • Docker • AWS • GCP Need web scraping, Python automation, or API integration? Let's discuss your project — message me today.

⭐ Data Transformation & BI Expert | Alteryx • DOMO • Power BI • Tableau • SQL • AWS • Python With 12+ years of experience, I help companies turn raw and messy data into automated, scalable, and insight-driven solutions. I specialize in end-to-end analytics—from data extraction and ETL to visual dashboards and advanced reporting. I work with startups, agencies, and enterprises to build reliable, maintainable, and high-performing data systems using Alteryx, DOMO, Power BI, Tableau, AWS, SQL Server Management Studio, and Python. 🔧 Core Specializations ETL / Data Automation Alteryx Designer (data cleaning, blending, workflows, automation) DOMO ETL (Magic ETL, dataflows, connectors) Power Query & M Language Automated pipelines via AWS and SQL Server Agent Business Intelligence & Dashboards Power BI (DAX, data modeling, row-level security, dashboards) Tableau (calculated fields, LODs, storytelling dashboards) DOMO Dashboards (Cards, Analyzer, alerts, governance) KPI frameworks, executive scorecards, operational reports Databases & Data Engineering SQL Server Management Studio (SSMS) Advanced SQL: CTEs, window functions, procedures, indexing AWS (RDS, Redshift, S3, Glue basics) Data modeling • optimization • large dataset handling Programming & Automation Python (pandas, NumPy, automation scripts) API integration & data fetching Predictive analytics & ML (optional add-on for clients) 🚀 What I Deliver Clean, reliable, and automated data pipelines Well-structured data models optimized for BI Modern, visually compelling dashboards End-to-end analytics workflows using Alteryx / DOMO / Power BI / Tableau Fast turnaround + continuous support Clear documentation and training if needed Client Feedback Automated Business Intelligence ⭐⭐⭐⭐⭐ "Kshitiz was a great partner on our data science and analytics projects. He built insightful dashboards in Domo that provided clear and actionable business intelligence. His technical skills, problem-solving approach, and responsiveness made a real impact. Highly recommend working with him!" Tableau Developer ⭐⭐⭐⭐⭐ "We had a very positive experience working with Kshitiz. He is very hardworking, flexible, and able to grasp the requirements quickly. He has excellent Tableau development experience and expertise. It was great to leverage his skills on our project." 💎 Why Clients Choose Me 12+ years of analytics and BI experience Top Rated Plus performance Strong mix of BI + ETL + engineering + automation Ability to own projects independently end-to-end Long-term mindset with exceptional communication

🎓 With 100+ completed projects and over 3,000 hours of successful work delivered, I bring dedication, consistency, and proven results to every collaboration. I combine technical expertise with a results-driven mindset. As a seasoned Python Developer with a Master’s in Computer Science and 10+ years of experience, I also work as a Python developer to help businesses transform raw data into actionable insights that drive smarter decisions and measurable success. By specializing in data mining, web scraping, OCR, and machine learning solutions, I deliver tailored, efficient systems that streamline data processes and empower you to achieve your goals faster. 💼 𝗦𝗲𝗿𝘃𝗶𝗰𝗲𝘀 𝗜 𝗢𝗳𝗳𝗲𝗿: • Data Mining & Web Scraping: Expertise in scraping data from dynamic websites, PDFs, images, and captcha solving, with delivery in formats like CSV, JSON, XML, or SQL DB. • Machine Learning | AI | Data Science: Proficient in building predictive models and data analysis using libraries like Pandas, Scikit-learn, TensorFlow, and PyTorch. • OCR & Image Processing: Skilled in extracting text from images and solving captchas using Tesseract OCR, EasyOCR, and Google Cloud Vision. Over the years, as a Python developer, I've developed many cross-platform scraping tools for popular websites like Amazon, Booking, eBay, Craigslist, and other social networks and e-commerce sites. I'm well-versed in handling complex and well-protected sites using techniques such as user-agent changing, IP-rotation, headless browsers, captcha solving engines, and custom captcha solving solutions. In addition to my data mining and extraction skills, as a Python developer, I'm also proficient in data analysis and machine learning. I can help you build predictive models that will enable you to make informed decisions based on your data. I have worked on various projects that required analyzing large datasets and presenting insights in a clear and concise manner. Furthermore, as a Python developer, I pride myself on being a problem solver and a team player. I enjoy collaborating with clients to understand their needs and providing tailored solutions that meet their requirements. As a Python developer, my algorithm for providing these services is as easy as ETL (Extract, Transform, Load), which makes it simple for you to get the data you need. I'm excited to collaborate with you and deliver high-quality results. Let's work together soon! 💻 𝗦𝗸𝗶𝗹𝗹𝘀 & 𝗧𝗼𝗼𝗹𝘀: ✓ Web Scraping, Data Mining, Web Crawling, Email Scraping (Python + Beautiful Soup, Scrapy, lxml / HTTPX, aiohttp / asyncio, Selenium Webdriver / Playwright , PhantomJS, and other Frameworks, Scraping Hub, Crawlera, Google Cloud/DigitalOcean/Azure or AWS deployment) ✓ Data Analysis and Visualisation (NumPy, SciPy, Pandas, scikit-learn, Matplotlib / Seaborn, Jupyter Notebook, Tensorflow) ✓ AI, Prompt Engineering & Model Optimization (ChatGPT, OpenAI API, LLama) ✓ Image Processing & OCR (OpenCV, Tesseract OCR, EasyOCR, TrOCR, PIL, Image Magick, Google Cloud Vision) ✓ Image/Text/CAPTCHA Recognition (Tesseract OCR, Antigate API, reCaptcha, DeathByCaptcha) ✓ PDF Mining (QPDF, XPDF, PyPDF, pdfminer, pdfplumber, PyMuPDF, Tabula) ✓ Desktop Applications Development (PyQT, wxPython) ✓ Database Systems (SQL, MS SQL Server (T-SQL), PostgreSQL, MongoDB, MySQL, MS Access, SQLite, Firebird) ✓ API Integration (Rest API, Twitter API, Facebook API, Instagram API, Google API, Youtube API, Bing API, eBay API) 📝 𝗥𝗲𝘃𝗶𝗲𝘄𝘀: ✓ "Top notch developer!" ✓ "Excellent work is done by Nataliia. She exceeded my expectations!" ✓ "Extremely thorough and quick!" ✓ "She does excellent work on long tasks, and is highly recommended." Does that suit you? 🕙 If you’re looking for a reliable Python developer, feel free to contact me anytime, and let's discuss the details of your task during the interview. I'll be glad to help you to reach your goals!

I’m a Senior AI/ML Engineer and Full Stack Developer with 8+ years of experience building Machine Learning solutions, AI-powered applications, scalable B2B SaaS platforms, and production-grade software. I help startups and growing businesses build intelligent systems that automate workflows, improve decision-making, and create measurable business impact. 𝗜 𝘀𝗽𝗲𝗰𝗶𝗮𝗹𝗶𝘇𝗲 𝗶𝗻 𝗟𝗟𝗠𝘀, 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜, 𝗥𝗔𝗚, 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀, 𝗡𝗟𝗣, 𝗽𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝘃𝗲 𝗮𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀, 𝗮𝗻𝗱 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝘁 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻, 𝗯𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝘀𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀 𝗳𝗼𝗿 𝗸𝗻𝗼𝘄𝗹𝗲𝗱𝗴𝗲 𝗿𝗲𝘁𝗿𝗶𝗲𝘃𝗮𝗹, 𝘀𝗲𝗺𝗮𝗻𝘁𝗶𝗰 𝘀𝗲𝗮𝗿𝗰𝗵, 𝗿𝗲𝗰𝗼𝗺𝗺𝗲𝗻𝗱𝗮𝘁𝗶𝗼𝗻 𝘀𝘆𝘀𝘁𝗲𝗺𝘀, 𝗰𝗵𝗮𝘁𝗯𝗼𝘁𝘀, 𝗮𝗻𝗱 𝗱𝗮𝘁𝗮-𝗱𝗿𝗶𝘃𝗲𝗻 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀. I also bring strong backend and full-stack expertise using Python, Node.js, LangChain, LangChainJS, REST APIs, GraphQL, Pinecone, vector databases, and modern web technologies, enabling me to build complete end-to-end solutions from AI model development and backend architecture to scalable SaaS platforms and production-ready applications. ♟️ 𝗪𝗵𝗮𝘁 𝗜 𝗗𝗲𝗹𝗶𝘃𝗲𝗿: → Machine Learning solutions for prediction, analytics, forecasting, recommendation systems, and anomaly detection → LLM-powered applications using OpenAI, LangChain, RAG pipelines, and AI Agents → NLP systems including chatbots, information extraction, semantic search, and text classification → Backend architecture using Python, Node.js, REST APIs, GraphQL, and real-time services → Vector database implementation and retrieval systems using Pinecone and modern embedding workflows → Full-stack SaaS platforms with scalable APIs, dashboards, and workflow automation → MVP development for startups and early-stage products → Production-ready deployment with performance, security, and maintainability in mind ♟️ 𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀 & 𝗘𝘅𝗽𝗲𝗿𝘁𝗶𝘀𝗲: → 𝐀𝐈/𝐌𝐋: Machine Learning, Predictive Analytics, NLP, RAG, LLMs, AI Agents, LangGraph, LangChain, OpenAI, GPT, Feature Engineering, Model Training, Classification, Regression, Forecasting → 𝐁𝐚𝐜𝐤𝐞𝐧𝐝: Python, Node.js, REST APIs, GraphQL, Microservices → 𝐃𝐚𝐭𝐚 & 𝐒𝐭𝐨𝐫𝐚𝐠𝐞: PostgreSQL, MongoDB, Pinecone, Vector Databases → 𝐅𝐫𝐨𝐧𝐭𝐞𝐧𝐝: React, Next, modern web applications, SaaS dashboards → 𝐂𝐥𝐨𝐮𝐝 & 𝐃𝐞𝐩𝐥𝐨𝐲𝐦𝐞𝐧𝐭: AWS (Lambda, EC2, S3, API Gateway, ECS, EKS, Fargate, SageMaker, Bedrock, RDS, DynamoDB, CloudWatch, IAM, VPC, CloudFront, SQS, SNS, EventBridge, Cognito, Secrets Manager), Azure Machine Learning, Azure DevOps, NGINX, Cloudflare ♟️ 𝗛𝗼𝘄 𝗜 𝗪𝗼𝗿𝗸: → Build for production, scalability, and long-term maintainability → Focus on business outcomes rather than isolated features → Clear communication with defined milestones and measurable goals → Write clean, maintainable code following best practices → Deliver with long-term growth and optimization in mind Whether you need an AI-powered SaaS platform, intelligent automation, predictive analytics, a RAG-based knowledge system, or a complete product from idea to deployment, I can help build solutions that create real value and scale with your business. 𝗞𝗲𝘆𝘄𝗼𝗿𝗱𝘀: AI, Artificial Intelligence, AI Development, AI Agent Development, Autonomous AI Agents, AI App Development, Machine Learning, Deep Learning, Data Science, Generative AI, Large Language Models (LLMs), GPT-4, GPT-4o, OpenAI API, ChatGPT API, OpenAI Embeddings, Embedding Models, Prompt Engineering, LangGraph, LangChain, LangChainJS, Retrieval-Augmented Generation (RAG), Vector Search, Semantic Search, Knowledge Retrieval, Intelligent Automation, AI Workflows, Agentic Workflows, Multi-Agent Systems, LLM Applications, Conversational AI, Chatbots, Voice AI, Speech Recognition, Natural Language Processing (NLP), Information Retrieval, Predictive Analytics, Recommendation Systems, Python, PyTorch, TensorFlow, Scikit-Learn, NumPy, OpenCV, Flask, Node.js, TypeScript, JavaScript, React, Next.js, Full Stack Development, Backend Development, API Development, API Integration, REST API, GraphQL, Microservices, System Architecture, SaaS Development, AI SaaS, B2B SaaS, Workflow Automation, Product Development, Startup MVP Development, MongoDB, PostgreSQL, Redis, Pinecone, Vector Databases, Elasticsearch, SQL, Docker, AWS (Amazon Web Services), AWS Lambda, AWS CloudWatch, AWS SageMaker, AWS Bedrock, Azure Machine Learning, Azure DevOps, NGINX, Cloudflare, Git, GitHub, GitLab, Jenkins, Bitbucket, Twilio API, Scalable Applications, Production-Ready Applications

Hello, I am a Python developer. I graduated with a bachelor of engineering in computer engineering. As an individual with a strong background in Python programming, I possess various skills that make me an ideal candidate for multiple projects. I have extensive experience with libraries such as Pandas and NumPy for data manipulation and analysis and proficiency in HTML, SQL, and database management. Additionally, I have expertise in web scraping using the Scrapy framework.