I have spent 4+ years at the intersection of data, AI, and the question nobody wants to ask “does it actually deliver results?” From forecasting systems to LLM pipelines and autonomous multi-agent systems built for real world problems where off-the-shelf solutions fail. The tools change with every project. The bar doesn't. Here is an overview of my Stack 𝗠𝗟 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀: PyTorch, TensorFlow, Scikit-learn, XGBoost, LightGBM, CatBoost, statsmodels 𝗟𝗟𝗠𝘀 & 𝗡𝗟𝗣: Open AI, Claude, Gemini, Grok, LLaMA, Mistral, DeepSeek, BERT, BART, SetFit, HuggingFace 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 & 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻: LangChain, LangGraph, RAG Pipelines, n8n, Make, OpenAI API, Anthropic API, Lovable, OpenClaw 𝗩𝗲𝗰𝘁𝗼𝗿 & 𝗦𝗲𝗮𝗿𝗰𝗵: Pinecone, FAISS, ChromaDB, SentenceTransformers, Embeddings 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴: pandas, NumPy, Parquet, Airflow, dbt, ETL Pipelines 𝗔𝗣𝗜𝘀 & 𝗦𝗰𝗿𝗮𝗽𝗶𝗻𝗴: FastAPI, Flask, WebSocket, PRAW, BeautifulSoup, Selenium 𝗩𝗶𝘀𝘂𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻: Matplotlib, Seaborn, Plotly, Tableau, PowerBI, SHAP 𝗖𝗹𝗼𝘂𝗱 & 𝗜𝗻𝗳𝗿𝗮: AWS EC2, SageMaker, AWS Bedrock, Firebase, Docker, VPS 𝗙𝗿𝗼𝗻𝘁𝗲𝗻𝗱 & 𝗔𝗽𝗽𝘀: React, Next.js, Streamlit, Gradio, Lovable 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻𝘀: Gmail API, Google Calendar API, WhatsApp API, Stripe, PayPal, Odoo You can get a feel for the work pretty quickly. Here's a slice. → 𝗔𝗜 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 & 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 • Built a 𝒇𝒖𝒍𝒍-𝒄𝒚𝒄𝒍𝒆 𝑨𝑰 𝒉𝒊𝒓𝒊𝒏𝒈 𝒑𝒊𝒑𝒆𝒍𝒊𝒏𝒆 using n8n to orchestrate OpenAI-powered resume parsing with Gmail, Google Sheets, and Calendar APIs reducing 𝐻𝑅 𝑚𝑎𝑛𝑢𝑎𝑙 𝑤𝑜𝑟𝑘𝑙𝑜𝑎𝑑 𝑏𝑦 80% with centralized candidate tracking and automated scheduling. • Developed 𝒂 𝒓𝒆𝒂𝒍-𝒕𝒊𝒎𝒆 𝑨𝑰 𝒗𝒐𝒊𝒄𝒆 𝒂𝒈𝒆𝒏𝒕 supporting voice-to-voice, speech-to-text and text-to-text conversations via FastAPI and WebSocket with ultra low latency using GPT for dialogue management. • Built an 𝑨𝑰 𝒑𝒐𝒘𝒆𝒓𝒆𝒅 𝒕𝒆𝒍𝒆𝒎𝒆𝒅𝒊𝒄𝒊𝒏𝒆 𝒑𝒍𝒂𝒕𝒇𝒐𝒓𝒎 on Next.js and Firebase with role-based AI prompts, automated symptom collection and 𝑟𝑒𝑎𝑙 𝑡𝑖𝑚𝑒 𝑐𝑙𝑖𝑛𝑖𝑐𝑎𝑙 𝑖𝑛𝑠𝑖𝑔ℎ𝑡𝑠 for patient doctor interaction. → 𝗙𝗼𝗿𝗲𝗰𝗮𝘀𝘁𝗶𝗻𝗴 & 𝗣𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝘃𝗲 𝗠𝗼𝗱𝗲𝗹𝗶𝗻𝗴 From pharmaceutical supply chains to crypto markets, I build forecasting systems that drive real inventory, budget and trading decisions. • Built a 3𝑴+ 𝒓𝒆𝒄𝒐𝒓𝒅 𝒑𝒉𝒂𝒓𝒎𝒂 𝒇𝒐𝒓𝒆𝒄𝒂𝒔𝒕𝒊𝒏𝒈 𝒔𝒚𝒔𝒕𝒆𝒎 pipeline: XGBoost R²=0.90, 20% accuracy gain, 17-chart EDA uncovering SKU concentration risk and billing-cycle demand patterns • 𝑪𝒓𝒄𝒓𝒚𝒑𝒕𝒐 𝒇𝒐𝒓𝒆𝒄𝒂𝒔𝒕𝒊𝒏𝒈 𝒎𝒐𝒅𝒆𝒍𝒔 using ARIMA + Reddit sentiment (PRAW + SetFit) → BUY/SELL/HOLD signals for BTC, ETH, SOL, DOGE • 𝑫𝒆𝒎𝒂𝒏𝒅 𝒇𝒐𝒓𝒆𝒄𝒂𝒔𝒕𝒊𝒏𝒈 𝒑𝒊𝒑𝒆𝒍𝒊𝒏𝒆 (LR, XGBoost, RF, LSTM) achieving R²~0.99 used car price prediction deployed via Flask → 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 & 𝗦𝘁𝗮𝘁𝗶𝘀𝘁𝗶𝗰𝗮𝗹 𝗠𝗼𝗱𝗲𝗹𝗶𝗻𝗴 I build classification, regression, and validation systems with rigorous evaluation not just accuracy scores but defensible, 𝒑𝒓𝒐𝒅𝒖𝒄𝒕𝒊𝒐𝒏-𝒓𝒆𝒂𝒅𝒚 𝒎𝒐𝒅𝒆𝒍𝒔. • SVM, Gradient Boosting, MLP, XGBoost, Logistic Regression always with GridSearch and KFold CV for hyperparameter integrity • Diabetes detection: 86% accuracy on 3-class imbalanced clinical dataset with feature engineering and undersampling experiments → 𝗡𝗟𝗣 & 𝗟𝗟𝗠-𝗣𝗼𝘄𝗲𝗿𝗲𝗱 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 I combine classical text modeling with modern LLMs to extract structured insight from unstructured data at scale. • Claude 3.5 Sonnet (AWS Bedrock) + BART MNLI + SentenceTransformer pipeline quantifying open ended survey sentiment for fragrance product strategy • Real-time Reddit 𝒔𝒆𝒏𝒕𝒊𝒎𝒆𝒏𝒕 𝒅𝒂𝒔𝒉𝒃𝒐𝒂𝒓𝒅 for ASTS ticker upvote-weighted transformer scoring with daily trend visualization • 𝑻𝒆𝒙𝒕 𝑪𝒍𝒂𝒔𝒔𝒊𝒇𝒊𝒆𝒓 across disaster tweets (TFIDF, 80%), IMDB reviews (LSTM, 86%) and news categorization (CNN + GloVe, 75%) • GPT-4o, Claude, LLaMA, Grok and Mistral used as deliberate data enrichment and annotation tools inside ML pipelines I work with startups building their first AI product, enterprises with complex data problems, and individuals with unique challenges nobody else wants to touch. If the problem is hard and the data is messy that's exactly where I do my best work. Send me a message and let's figure out if I'm the right fit. I will tell you within 24 hours whether I can help and how.

✔︎ 𝐐𝐮𝐚𝐥𝐢𝐟𝐢𝐞𝐝 𝐄𝐱𝐩𝐞𝐫𝐭 𝐰𝐢𝐭𝐡 𝟏𝟒 𝐲𝐞𝐚𝐫𝐬 𝐨𝐟 𝐞𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞 ✔︎ 𝐌𝐲 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧 𝐛𝐫𝐢𝐧𝐠𝐬 $𝟒𝟎𝐤 𝐑𝐎𝐈 𝐰𝐞𝐞𝐤𝐥𝐲 ✔︎ 𝐏𝐚𝐬𝐬𝐞𝐝 𝟏𝟓𝐤 𝐡𝐨𝐮𝐫𝐬 𝐨𝐧 𝐔𝐩𝐰𝐨𝐫𝐤 ✔︎ 𝐈 𝐡𝐞𝐥𝐩 𝐛𝐫𝐢𝐧𝐠 𝐚𝐧𝐲 𝐩𝐫𝐨𝐣𝐞𝐜𝐭 𝐭𝐨 𝐥𝐢𝐟𝐞 𝐮𝐬𝐢𝐧𝐠 𝐭𝐡𝐞 𝐡𝐨𝐭𝐭𝐞𝐬𝐭 𝐭𝐞𝐜𝐡 Hi there! I'm a Senior Fullstack Developer with a strong academic background in Mathematics and Computer Science and 14+ years of experience delivering high-performance websites and custom solutions for major clients. 𝐓𝐞𝐜𝐡 𝐒𝐭𝐚𝐜𝐤 • 𝗙𝗿𝗼𝗻𝘁𝗲𝗻𝗱 & 𝗪𝗲𝗯: JavaScript, TypeScript, React, Tailwind CSS, jQuery, CSS3, HTML5, Redis • 𝗕𝗮𝗰𝗸𝗲𝗻𝗱 & 𝗔𝗣𝗜𝘀: Python, Django, Tensorflow, Odoo, Celery, RabbitMQ, Flask, FAST API • 𝗔𝗜 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻𝘀: OpenAI, Claude, Google Gemini, LangChain, pgvector, Weaviate, Open Source (DeepInfra / OpenRouter), Tesseract, spaCy, Implicit, LightFM, Prophet, XGBoost, sktime, NLLB, opentranslate, Agent frameworks, LangGraph. • 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲 & 𝗖𝗹𝗼𝘂𝗱: PostgreSQL, MongoDB, SQLAlchemy, AWS, GCP, Docker, Kubernetes, CI/CD • 𝗦𝗲𝗰𝘂𝗿𝗶𝘁𝘆 & 𝗖𝗼𝗺𝗽𝗹𝗶𝗮𝗻𝗰𝗲: Ensuring data integrity with encryption, IAM, and compliance with GDPR, HIPAA, and PCI-DSS standards. 𝐁𝐨𝐧𝐮𝐬 𝐒𝐤𝐢𝐥𝐥𝐬: Advanced SEO background (former SEO specialist) API integrations Custom module and plugin development Performance tuning & optimization for websites 𝐂𝐡𝐚𝐭𝐆𝐏𝐓/𝐎𝐩𝐞𝐧𝐀𝐈 integration for AI-driven features 𝐏𝐫𝐨𝐜𝐞𝐬𝐬 𝐨𝐟 𝐰𝐨𝐫𝐤 Consultation 〉 Estimate 〉 Plan 〉 Develop 〉 Test 〉Deploy 〉Support Transparency of the process, communication & sync on every step. 𝐈𝐧𝐝𝐮𝐬𝐭𝐫𝐲 𝐄𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞: 🧬 Healthcare & Wellness & MedTech | 💰 Fintech & Crypto & Banking | 🏝️ Real Estate & Travel | 🛒 Marketplace & Ecommerce | 🤖 IoT & SaaS & MVP | 💻 CRM & ERP | 🌐 LLM & AI & EdTech 𝐂𝐨𝐧𝐭𝐚𝐜𝐭 𝐦𝐞! 𝐈'𝐦 𝐚𝐯𝐚𝐢𝐥𝐚𝐛𝐥𝐞 𝐧𝐨𝐰 𝐭𝐨 𝐝𝐢𝐬𝐜𝐮𝐬𝐬, 𝐞𝐬𝐭𝐢𝐦𝐚𝐭𝐞 𝐚𝐧𝐝 𝐬𝐭𝐚𝐫𝐭 𝐲𝐨𝐮𝐫 𝐩𝐫𝐨𝐣𝐞𝐜𝐭!

💻 6+ Years Experience Delivering Real Results | 🧠 AI SaaS, Web, Mobile & GenAI Expert |🚀 Platforms Serving 100K+ DAUs| 💰 Products Generating $7M+ ARR | 🤝 100% Satisfaction or Your Money Back, No-Risk Partnership Are you building an ambitious platform, AI SaaS, custom dashboard, marketplace, or mobile app, and need a reliable partner to bring it to life? You’re in the right place. I help startups and funded companies design, build, and scale products that users love and businesses rely on. 💡 What I Bring to the Table: ✅ All-in-One Expertise – Full stack, AI, mobile, and DevOps. I handle architecture, backend, frontend, and deployment so you don’t need 3 different freelancers. ✅ Scalable Code, Built Right – Whether 100 users or 100K, I build software that performs under load, is secure, and easy to maintain. ✅ Startup-Friendly Mindset – I’ve worked with YC-backed teams and 7-figure platforms—speed + quality matters. ✅ Clear Communication – No ghosting, no overpromising. Just transparent updates and fast iterations. ✅ AI-Powered Solutions – From custom GPT-based chatbots to intelligent dashboards and automation, I integrate AI where it creates real ROI. 🛠️ Tech Stack Mastery Frontend: React.js, Next.js, Vue.js, Angular, Tailwind, Material UI, Antd, Chakra Backend: Node.js, Express.js, NestJS, Django, FastAPI, Flask Mobile: React Native, Flutter AI / GenAI: OpenAI, Langchain, Pinecone, RAG, LLMs, Chatbots, Voice Assistants Databases: PostgreSQL, MongoDB, Firebase, Supabase, Dynamodb Cloud & DevOps: AWS (EC2, EKS, S3, Lambda), GCP (GCE, GKE, GCS, Cloud Run), Azure DigitalOcean, Vercel, Docker, Nginx, CI/CD Integrations: Stripe, Twilio, Brevo, Resend, Slack, Zapier, Hubspot, WebSockets, REST & GraphQL APIs 🚀 Highlighted Projects & Platforms ⚛️ EverstarAI Worked on Gordian app, streamlining 4M+ Nuclear Power Plant docs for NRC & DOE. Built advanced RAG/DAG pipelines with Anthropic, MongoDB, Airflow, and multi-step chat solutions. Tech: Next.js, FastAPI, AWS, GCP, Vercel, Airflow, Percona, OpenSearch, Anthropic, LangChain 🌹 LeparfumAI Master perfumers and advanced AI collaborate to craft three bespoke, ethically sourced fragrances Tech: Next.js, Flask, AWS (RDS, DynamoDB, Elastic Beanstalk), Neo4J, Pinecone, VastAI 📊 Origin Smart Controls IoT-powered platform for smart building management. Real-time dashboards and alerts based on live sensor data. Tech: Next.js, Nest.js, Digital Ocean, Vercel, MQTT 🏌️ Golf Forever Fitness training SaaS for golfers. Personalized video plans streamed to over 100K+ users. Stack: React.js, Node.js, RevenueCat, AWS 🔔 Serva AI-powered legal intake & real‑time voice assistant built for your knowledge base and seamless client onboarding. Built with: Next.js, Nest.js, Digital Ocean, Vercel, MongoDB, OpenAI, VAPI, Twilio 📱 MyPerfectAI AI tool recommend SaaS that matches users with the best tools based via task descriptions. Built with: Next.js, Nest.js, Digital Ocean, Vercel, MongoDB, OpenAI 💬 Ideal Clients 🤝 Startups launching their MVP or scaling to Series A 🤝 Founders building AI-powered apps or SaaS dashboards 🤝 Agencies needing a reliable full-stack partner 🤝 Businesses modernizing legacy platforms 🤝 Product teams looking for speed, clarity, and results ⭐️ Let’s Get Started! If you’re tired of unreliable devs, messy handoffs, or slow progress, I get it. I bring technical firepower and product intuition to ship faster, communicate better, and deliver smarter. 📩 Drop me a message with what you're building. I’m ready to jump in and make it real. Tools and Tech: React.js, Next.js, Vue.js, Angular.js, HTML, CSS, Bootstrap, Redux, MaterialUI, NextUI, Tailwind, Typescript, SASS, Python, Javascript, PHP, Django, Django Rest Framework, Node.js, Express.js, Flask, FastAPI, Websockets, Webhooks, JWT, Pandas, NumPy, AI, Artificial Intelligence, Machine Learning, LLM, ML, OpenAI, ChatGPT, Claude, Gemini, Stripe, GCP, Google Cloud Platform, AWS, SES, S3, Deep Learning, Neural Networks, Natural Language Processing (NLP), Computer Vision, Hugging Face, GPT-5, GPT-4, Data Analysis, Data Visualization, OpenCV, SpaCy, NLTK, MLOps, Docker, CI/CD Pipelines, DevOps, Microservices, RESTful APIs, GraphQL, Agile Methodologies, Test-Driven Development (TDD), Cloud Computing, Chatbot Development, Sentiment Analysis, Recommendation Systems, AI Ethics, Data Engineering, Cloud Functions, Serverless Architecture, Lambda Functions, SQL, NoSQL, MongoDB, PostgreSQL, ElasticSearch, Redis, Apache Kafka, RabbitMQ, Celery, Asynchronous Programming, Web Scraping, BeautifulSoup, Selenium, Version Control, Git, GitHub, Unit Testing, Integration Testing, Software Architecture, System Design, Scalability, Performance Optimization, Load Balancing, API Development, OAuth, Backend Development, Frontend Development, Full Stack Development, Virtual Environments, Analytics, A/B Testing, Quality Assurance, Problem Solving, Critical Thinking, Collaboration, Communication Skills, Project Management

Are you losing hours every week to manual work — or struggling to find a developer who actually delivers? I help startups and small businesses build fast, reliable web apps and automate the workflows that eat up their time. Whether you need a full MERN stack application, a WordPress site, or a Zapier / n8n / Make automation that connects your tools and runs on its own — I build things that work, not just things that look good. -- WHAT I BUILD -- Web Applications and Dashboards Full stack web apps using React.js, Node.js, Express and MongoDB Admin panels, client portals and internal dashboards WordPress development, custom themes and plugin integration REST API development, bug fixing and performance optimization Workflow Automation (Zapier, n8n, Make) End-to-end automation that eliminates manual data entry and follow-ups Connect Google Sheets, Airtable, HubSpot, Notion, Gmail and 100+ apps Webhook and API integrations for real-time data syncing CRM automation, lead routing and email sequence triggers System Integrations Stripe, PayPal and payment gateway integrations Third-party API connections built to scale Data pipeline setup and automation for operations teams -- WHO I WORK WITH -- Founders who need an MVP built without the agency price tag Operations teams drowning in manual tasks and spreadsheets Businesses that need one developer they can trust long-term -- HOW I WORK -- I ask the right questions before writing a single line of code. I give clear timelines and stick to them. I write clean, documented code you can hand to any developer later. I stay available after delivery — not just during the project. If your project needs a developer who thinks like a problem-solver and communicates like a human, send me a message. I respond within a few hours and offer a free 15-minute call to understand your needs before we start.

💻 Full-Stack Developer | End-to-End Solutions 📈 8000 followers on Linkedin 1. 🛠️ 4+ years of full-stack experience (frontend, backend, databases) 2. ✅ Delivered 15+ real-world full scale projects from scratch to deployment 3. 💡 Strong problem-solving skills & clean, scalable code 4. 🚀 Startup mindset – fast, efficient, and business-focused 5. 🤝 Clear communication & client-first approach 6. 📈 Ideal for MVPs, SaaS tools, dashboards, and custom web apps

Many companies collect large volumes of data but struggle to turn it into accurate predictions, automation, or AI-powered products. I help businesses convert raw data into production-ready AI systems that improve decision-making, reduce manual work, and unlock new capabilities. I am Dhruvi, an AI/ML Engineer specialising in building Python-based machine learning systems, generative AI applications, and intelligent automation solutions. My work has improved model accuracy by up to 25 percent through model optimisation, reduced data processing time by around 40 percent by designing efficient data pipelines, and delivered scalable machine learning systems capable of handling large datasets and real-time predictions. I have hands-on experience building end-to-end AI systems including predictive models, NLP pipelines, computer vision solutions, and generative AI applications powered by modern LLM technologies. Artificial Intelligence and Machine Learning Expertise: 1) Predictive Modelling: Development of regression, classification, and forecasting models to support data-driven decision-making. 2) Anomaly Detection: Systems for identifying unusual patterns, fraud signals, and operational anomalies. 3) Recommendation Systems: Personalized recommendation engines for e-commerce, content platforms, and user engagement. 4) Time Series Forecasting: Demand forecasting, trend analysis, and predictive analytics for business planning. 5) Natural Language Processing: Text classification, sentiment analysis, document processing, chatbot development, and LLM-based applications using Hugging Face and modern NLP frameworks. 6) Computer Vision: Image classification, object detection, and image segmentation solutions using deep learning and OpenCV. Technical Stack: - Programming and Data Processing: Python, NumPy, Pandas, Scikit-learn - Deep Learning Frameworks: TensorFlow, PyTorch - Natural Language Processing: spaCy, NLTK, Hugging Face Transformers - Generative AI and LLM Tools: OpenAI API, LLM integrations, prompt engineering - Deployment and Infrastructure: AWS SageMaker, Flask APIs, Docker How do I Work? My development approach focuses on delivering reliable AI systems that can move from concept to production. The typical process includes problem analysis and data evaluation, model development and experimentation, performance optimisation and validation, deployment through APIs or cloud infrastructure, and continuous monitoring and improvement. This structured workflow helps ensure that solutions are scalable, maintainable, and aligned with business objectives. If you are looking to build an AI feature, automate workflows, or develop a complete machine learning pipeline, I would be happy to discuss your project and help design the right solution.

I build AI automation, n8n workflows, Voice AI systems, and data-driven integrations that help businesses respond faster, reduce manual work, and keep operations moving. 🎓 Microsoft Certified | 🚀 45+ Projects Delivered | 💻 Data Engineering + AI Automation My work combines AI Automation with a strong Data Engineering foundation. I connect lead sources, CRMs, communication tools, reporting platforms, and AI services into practical workflows that reduce manual handoffs, improve follow-up, and keep data organized. I am Microsoft Certified and have delivered 45+ projects with a 5.0 rating across completed jobs. Clients consistently value my reliability, responsiveness, professionalism, and clear communication. AI Automation • AI workflow automation • AI agents • OpenAI integrations • Claude integrations • LangChain integrations • Business process automation • Custom automation logic n8n Automation • n8n workflow automation • n8n API integrations • n8n webhooks • n8n custom workflow logic • n8n CRM integrations • n8n lead automation • n8n notification workflows Make, Zapier, and Integrations • Make automation • Make scenarios • Zapier automation • Zapier integrations • API integrations • REST API integrations • Webhook integrations • Cross-platform data synchronization CRM and Lead Automation • GoHighLevel automation • CRM automation • Lead capture automation • Lead routing automation • Lead assignment workflows • Lead follow-up automation • Form-to-CRM automation • Pipeline automation Communication Automation • Email automation • SMS automation • Twilio integrations • Calendar automation • Appointment reminder workflows • Notification automation • Follow-up workflows Voice AI • Voice AI workflows • AI voice agents • AI phone agents • Vapi integrations • Retell AI integrations • ElevenLabs integrations • Twilio voice workflows • Conversational AI • Lead qualification workflows • CRM-connected voice workflows Data Engineering • Data Engineering • Python automation • Python scripting • Python data pipelines • ETL processes • Data extraction • Data transformation • Data validation • Data processing • Data workflow design Analytics and Delivery • SAS analysis • R statistical analysis • Statistical analysis • Data visualization • Power BI reporting • Power BI dashboards • Power BI CI/CD • Microsoft Azure • Azure DevOps • CI/CD pipelines I work especially well with real estate teams, dental and med spa practices, home service businesses, and marketing agencies that need stronger lead handling, follow-up automation, reporting, and operational workflows. If you have a manual, disconnected, or difficult-to-scale workflow, send me the tools you use and the outcome you want. I can help define a practical implementation plan and build the automation.

6+ years experienced and AI Expert, AWS-certified, 100% JSS across 3,700+ Upwork hours. I am an AI developer having experience in developing AI powered solutions which includes RAG based chatbots, custom modelling, meeting bots, AI Agents and much more. I know how to translate complex AI tech into practical solutions that deliver ROI. What differentiates me from other candidates? 1. Expertise: I am always up-to date on my knowledge about AI, I know which model to use for your use-case, which tools to use, what to do to make sure that I build the best solution for your problem. 2. Communication: I always keep a clean communication with constant updates on the progress to make sure we are on the same page. 3. Value Addition: I provide end-to-end solution, where I don't just focus on one or two features, I go beyond and focus on the use-case to create real impact. 4. Proven Record: I have delivered multiple AI projects for start ups, SMBs and enterprises, always on time and on budget. On Upwork I have worked for 3,700+ hours with 100% job success rate, while my associated agency is top rated plus with 85,600+ hours and 100% job success rate. Let's talk about my technical expertise: - Classic Machine Learning: Regression, Classification, Clustering - Natural Language Processing: Topic modelling, Text similarity, Sentiment analysis, Text classification, Named Entity Recognition, Summarization, Text Generation, LLM integration - Generative AI: Chatbot development, Retrieval-Augmented Generation (RAG), LLMs (OpenAI, Anthropic, Cohere, etc.) - Computer Vision: Facial recognition, Image classification, OCR, Image captioning - Data Handling: Data analysis, Cleaning, Feature engineering, Visualization - Dashboards: Prototyping and deployment (Streamlit + your preferred cloud service) Tech Stack: - Languages: Python, SQL - ML/DL Tools: TensorFlow, Keras, Scikit-Learn - NLP Tools: NLTK, SpaCy, LangChain, ChatGPT, Hugging Face - Data Visualization: Pandas, D3, Open Street, Matplotlib - Vector Databases: ChromaDB, Pinecone, Faiss - Databases: MySQL, PostgreSQL, MongoDB - API Development: FastAPI, Flask, OpenAI APIs - Cloud Platforms: AWS, GCP Let’s talk about your ideas! Whether you need a smart chatbot, an AI automation or consultancy on leveraging AI in your business, I’m here to help. Feel free to message me, I will get back to you as soon as possible. Thank you.

👋 Hi, I’m a 🏆 ⭐️⭐️⭐️⭐️⭐️Top Rated Python Web Scraping and Data Mining Expert at GroupBWT - a 100-person engineering team delivering scalable, high-accuracy data extraction and web scraping systems since 2009. I specialize in building end-to-end data mining and lead generation pipelines using tools like Python, Selenium, Playwright, and Puppeteer to extract structured information from complex, dynamic, and protected sources. Over the years, I’ve worked on systems where data mining and web scraping are core infrastructure components, not just scripts. We help clients replace spreadsheets, manual monitoring, and unreliable sources with fully automated pipelines delivered into APIs, dashboards, or databases: ✅ Our Python Web Scraping and data mining systems process over 1.5 million URLs per day, with proxy rotation, retry logic, and real-time monitoring. ✅ We reduce reporting delays by 70% using real-time data mining and web scraping pipelines for inventory, pricing, and market tracking. ✅ Our systems collect and structure more than 15,000 news articles weekly using web scraping and data mining pipelines, converting unstructured content into usable insights. 🔁 What I do 📦 Python Web Scraping Data Mining: We build large-scale Python Web Scraping data mining systems that extract structured data from marketplaces, real estate platforms, B2B directories, social networks, and news sources. ✔ Product & Price Monitoring ✔ Competitor Analysis ✔ Business Directory extraction ✔ Lead Generation & Contact Discovery 🧹 Cleaning, Enrichment & Integration We don’t stop at extraction - every data mining and Python Web Scraping pipeline includes cleaning, normalization, deduplication, and enrichment. We turn raw outputs into Data Analyst-ready datasets that integrate with CRMs, BI tools, and internal systems. ✔ Document & Market analysis ✔ Data matching and enrichment ✔ Classification and tagging 📤 Automation & Scalable Delivery We design recurring web scraping data mining pipelines that run daily or hourly with full observability. Every web scraping data mining system includes monitoring, alerts, retries, and structured delivery into APIs, databases, or BI dashboards. ✔ Scheduled web scraping data mining pipelines ✔ Real-time dashboards ✔ Automated reporting feeds ✔ Lead Generation database creation and enrichment ✔ Custom bot developer solutions ✔ Data Analyst-ready dataset 🧾 Data Entry & Data Scraping Support We provide structured Data Entry services: ✔ Lead Generation database creation and enrichment ✔ Data Entry for large-scale scraped datasets into spreadsheets, CRMs, and databases ✔ Data Entry automation for transforming unstructured data scraping outputs into structured records ✔ High-volume Data Entry handling for product, business, and directory information ✔ Data Entry validation to ensure accuracy and consistency across datasets ✔ Semi-automated Data Entry workflows ⚙️ Tech Stack: Languages: Python, JavaScript, PHP Databases: MySQL, PostgreSQL, MongoDB, DynamoDB, MSSQL, Snowflake Frameworks: Scrapy, Twisted, Hadoop, DRF, Laravel, ApacheSpark Containerization: Docker, k8s Message Brokers: RabbitMQ, Redis AWS: EC2, SQS, RDS, S3, Lambda, Gateway, Neptune Libraries: Celery, Puppeteer, NLTK, numpy, pandas, spaCy, TensorFlow, scikit-learn, React-PHP, Keras, sqlalchemy, Gensim, pyTorch RPA & Workflow: Selenium, Playwright, UI automation, Slack/Google Sheets integrations, API workflows, Excel automation Bot Developer: Custom bot developer | data scraper solutions Platform: Databricks, Snowflake, BigQuery, Airflow, DBT, Redshift, Power BI 🧩 SAMPLE WEB SCRAPING & DATA MINING PROJECTS ✅ Built a platform covering 300+ marketplaces using Python Web Scraping and data mining, processing 60M+ records daily ✅ Built pricing intelligence system using data mining and Python Web Scraping across 120+ eCommerce domains ✅ Delivered news intelligence platform powered by web scraping data mining from 80+ global media sources ✅ Built a lead generation platform using Python scraping and web scraping data collection across multiple business directories, generating thousands of verified leads weekly 🤝 Why Clients Work With Us: ✅ Enterprise-Grade Web Scraping & Data Mining Systems 🔹 We build full-scale ecosystems, not scripts - every Python Web Scraping and data mining system includes monitoring, scaling, error recovery, and Data Analyst-ready outputs. 🔹 Clients reduce manual work by up to 60% using automated web scraping data mining pipelines 🔹 Result: 25-35% lower operational costs through stable web scraping data mining infrastructure ✅ Built to Scale 🔹 Systems handle 100M+ pages/month using web scraping data mining architecture 🔹 Designed for horizontal scaling of web scraping data mining workloads 🔹 Real-time updates through scheduled web scraping and data mining execution 🚀 Ready to turn data into structured intelligence using web scraping and data mining? ➡️ Invite me to your job and let’s build your pipeline

🚀 Top 1%, Expert-Vetted, AI Engineer 🚀 𝐒𝐞𝐧𝐢𝐨𝐫 𝐀𝐈/𝐌𝐋 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 𝐰𝐢𝐭𝐡 𝟖+ 𝐲𝐞𝐚𝐫𝐬 𝐛𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐀𝐈 𝐬𝐲𝐬𝐭𝐞𝐦𝐬 𝐭𝐡𝐚𝐭 𝐜𝐮𝐭 𝐜𝐨𝐬𝐭𝐬, 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐞 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬, 𝐚𝐧𝐝 𝐝𝐞𝐥𝐢𝐯𝐞𝐫 𝐑𝐎𝐈. I have helped startups and enterprises across healthcare, fintech, ecommerce, and SaaS ship intelligent AI products that scale from day one. I handle everything end to end, from idea to deployed production-grade AI. Have a great idea but 𝒏𝒐𝒕 𝒔𝒖𝒓𝒆 𝒘𝒉𝒆𝒓𝒆 𝒕𝒐 𝒔𝒕𝒂𝒓𝒕? Send me a DM and we will arrange a 𝟒𝟎-𝐦𝐢𝐧 𝐜𝐨𝐧𝐬𝐮𝐥𝐭𝐚𝐭𝐢𝐨𝐧 📞. ★ 𝐖𝐡𝐚𝐭 𝐈 𝐃𝐞𝐥𝐢𝐯𝐞𝐫 → 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 & 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬: Autonomous multi-agent systems using LangGraph, CrewAI, AutoGen, and MCP that plan, reason, and execute across APIs, CRMs, and SaaS tools without human intervention. → 𝐑𝐀𝐆 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 & 𝐋𝐋𝐌 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬: Production RAG pipelines with hybrid search, contextual memory and hallucination mitigation using LlamaIndex, LangChain, Pinecone, Qdrant, Weaviate, and pgvector. → 𝐀𝐈 𝐂𝐡𝐚𝐭𝐛𝐨𝐭𝐬 & 𝐕𝐨𝐢𝐜𝐞 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬: Custom AI chatbots and inbound/outbound voice agents for customer support, lead qualification and appointment booking via web, WhatsApp, and phone using GPT-4o, Claude, Whisper, VAPI, and Retell AI. → 𝐋𝐋𝐌 𝐅𝐢𝐧𝐞-𝐓𝐮𝐧𝐢𝐧𝐠 & 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈: Domain-specific fine-tuning using LoRA, QLoRA, RLHF and DPO on OpenAI, Claude, Mistral, LLaMA 3, and DeepSeek for production-ready specialized model behavior. → 𝐀𝐈 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 & 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧: AI integration into your CRMs, ERPs and databases via n8n, Make, and Zapier with OCR pipelines, web scraping, ETL automation and event-driven API orchestration. → 𝐂𝐨𝐦𝐩𝐮𝐭𝐞𝐫 𝐕𝐢𝐬𝐢𝐨𝐧 & 𝐃𝐨𝐜𝐮𝐦𝐞𝐧𝐭 𝐀𝐈: Object detection (YOLOv8), image classification, facial analytics and intelligent OCR for structured data extraction from PDFs and scanned documents. → 𝐌𝐋𝐎𝐩𝐬, 𝐂𝐥𝐨𝐮𝐝 & 𝐀𝐈 𝐈𝐧𝐟𝐫𝐚𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞: Scalable model deployment on AWS Bedrock, GCP Vertex AI and Azure with Docker, Kubernetes, CI/CD, LangSmith observability and token cost optimization. ★ 𝐍𝐨𝐭𝐚𝐛𝐥𝐞 𝐑𝐞𝐬𝐮𝐥𝐭𝐬 ✔ 𝐀𝐈 𝐂𝐚𝐥𝐥 𝐒𝐜𝐨𝐫𝐢𝐧𝐠 𝐒𝐲𝐬𝐭𝐞𝐦: 90% faster evaluations, $140K+ saved in year one, 3x agent performance visibility across 10K+ calls/month. ✔ 𝐃𝐨𝐜-𝐀𝐈 𝐎𝐂𝐑 𝐏𝐢𝐩𝐞𝐥𝐢𝐧𝐞: 94% less manual data entry, $110K saved/yr, 50K+ documents processed/month at 99% accuracy. ✔ 𝐌𝐞𝐝𝐢𝐜𝐚𝐥 𝐑𝐞𝐜𝐨𝐫𝐝 𝐄𝐱𝐭𝐫𝐚𝐜𝐭𝐢𝐨𝐧 (𝐅𝐢𝐧𝐞-𝐓𝐮𝐧𝐞𝐝 𝐋𝐋𝐌): 98% less processing time, $160K saved/yr, zero compliance errors in production. ✔ 𝐋𝐢𝐜𝐞𝐧𝐬𝐞 𝐏𝐥𝐚𝐭𝐞 𝐑𝐞𝐜𝐨𝐠𝐧𝐢𝐭𝐢𝐨𝐧 (𝐘𝐎𝐋𝐎𝐯𝟖): 96% fewer manual checks, $85K saved/yr, real-time detection at 60fps. ✔ 𝐑𝐀𝐆 𝐑𝐞𝐩𝐨𝐫𝐭 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧 𝐒𝐲𝐬𝐭𝐞𝐦: 98% faster prep, $200K saved/yr, zero hallucination rate across 5K+ reports. ✔ 𝐔𝐆𝐂 𝐕𝐢𝐝𝐞𝐨 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 (𝐧𝟖𝐧 + 𝐆𝐞𝐧𝐀𝐈): 90% production time cut, $120K saved/yr, 500+ videos/month fully automated. ✔ 𝐒𝐭𝐚𝐛𝐥𝐞 𝐃𝐢𝐟𝐟𝐮𝐬𝐢𝐨𝐧 𝐋𝐨𝐑𝐀 𝐅𝐢𝐧𝐞-𝐓𝐮𝐧𝐢𝐧𝐠: 95% lower compute cost, $90K saved per model cycle, brand-consistent image generation at scale. ★ 𝐖𝐡𝐲 𝐂𝐥𝐢𝐞𝐧𝐭𝐬 𝐖𝐨𝐫𝐤 𝐖𝐢𝐭𝐡 𝐌𝐞 ✔ 𝐅𝐢𝐧𝐥𝐚𝐧𝐝, 𝐄𝐔 𝐁𝐚𝐬𝐞𝐝: EU timezone, GDPR-compliant development, and European enterprise communication standards with zero barriers. ✔ 𝐒𝐩𝐞𝐜𝐢𝐚𝐥𝐢𝐳𝐞𝐝 𝐓𝐞𝐚𝐦: I work alongside a dedicated team of AI engineers, ML specialists, and full-stack developers giving you agency-level capacity with direct senior ownership on every project. ✔ 𝐏𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧-𝐅𝐢𝐫𝐬𝐭: I build AI that handles real traffic, edge cases, and failures gracefully, not demos that break under pressure. ✔ 𝐑𝐎𝐈-𝐃𝐫𝐢𝐯𝐞𝐧: Feasibility, scalability, and cost impact assessed before a single line of code is written. ✔ 𝐓𝐫𝐚𝐧𝐬𝐩𝐚𝐫𝐞𝐧𝐭 & 𝐑𝐞𝐥𝐢𝐚𝐛𝐥𝐞: Honest timelines, clear progress updates, and full post-launch support every time. 𝐋𝐞𝐭'𝐬 𝐁𝐮𝐢𝐥𝐝: Send me your project and I will give you a straight, honest assessment of what is feasible, what it will take, and how to build it the right way.