I'm a senior AI engineer. I build production-ready AI agents, intelligent chatbots, and LLM-powered systems that solve real business problems. I've delivered across healthcare, legal, finance, customer service, e-commerce, marketing, research, and enterprise operations, and I teach Generative AI and NLP to postgraduate students at a telecommunications institute. ================================================== 1. AI AGENTS & AGENTIC AI ================================================== I design autonomous agents that execute multi-step workflows, call APIs, process documents, self-correct, and coordinate in multi-agent pipelines. I use LangGraph, CrewAI, LangChain, and LlamaIndex when they fit, and build custom architectures when frameworks get in the way. ================================================== 2. RAG, CHATBOTS & CONVERSATIONAL AI ================================================== I build RAG pipelines that turn your documents into accurate, interactive AI assistants, handling PDFs, Word files, scanned images (OCR), and spreadsheets using Pinecone, ChromaDB, and FAISS with custom chunking, embedding optimization, and real-time web search. On top of that I develop context-aware chatbots that maintain multi-turn dialogue, connect to your CRM, and handle support, lead qualification, appointment scheduling, and internal knowledge queries. Deployable via WhatsApp Business API, web, and custom platforms. ================================================== 3. LLMS, NLP & COMPUTER VISION ================================================== I engineer prompts and reasoning chains that produce accurate, on-brand outputs across OpenAI, Anthropic Claude, and Google Gemini, using few-shot learning, chain-of-thought, and output validation to reduce hallucinations. When prompting isn't enough, I fine-tune LLMs on domain-specific data and build full NLP pipelines covering classification, sentiment analysis, named entity recognition, summarization, and information extraction with spaCy, NLTK, and PyTorch. I also build computer vision systems for object detection, image classification, video analysis, and OCR using PyTorch, TensorFlow, and YOLO. ================================================== 4. DEPLOYMENT & INTEGRATION ================================================== I deliver complete applications: scalable APIs with FastAPI, containerized services with Docker, and clean integrations with WhatsApp Business API, CRMs, databases, and social platforms. ================================================== 5. TECHNICAL STACK ================================================== Python, PyTorch, TensorFlow, LangGraph, CrewAI, LangChain, LlamaIndex, OpenAI, Anthropic Claude, Google Gemini, Hugging Face, Pinecone, ChromaDB, FAISS, spaCy, NLTK, OpenCV, YOLO, FastAPI, Docker, Streamlit, WhatsApp Business API, REST APIs, webhooks. ================================================== Ready to build? Send me your requirements and let's get started.

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.

Senior Machine Learning Engineer with 6+ years of experience helping startups build, train, and deploy production-grade AI systems, fast. From designing deep learning architectures to shipping scalable ML pipelines on GCP, AWS, and Azure, I cover the full AI product lifecycle. My work is backed by 4 peer-reviewed publications and a granted patent in AI-assisted medical diagnostics, meaning I don't just use AI tools, I build the science behind them. What startups hire me for: - Machine Learning model development: Classification, regression, object detection, NLP - Large Language Models (LLMs): GPT-4, Gemini, Claude, LLaMA fine-tuning & deployment - RAG systems: Retrieval-augmented generation pipelines using LangChain, LlamaIndex, Pinecone - Computer Vision: YOLO, OpenCV, image segmentation, diagnostic imaging, OCR pipelines - Generative AI: Text-to-image, multimodal AI, diffusion models, AI product development - MLOps & Cloud Deployment: Docker, Kubernetes, Terraform, Vertex AI, Azure ML, SageMaker - Data pipelines: BigQuery, Dataflow, DBT, Cloud Run, PostgreSQL, MongoDB Recent AI products I've built: → OCR extraction pipeline using Gemini + Google Document AI for real estate automation → Reputation scoring API powering user trust on Mindplex (magazine.mindplex.ai) → Big Data health pipeline on GCP Dataflow, BigQuery, Cloud Run, DBT → Deep learning cardiac diagnostic models now used in clinical settings Core Stack: Python · TensorFlow · PyTorch · Scikit-learn · OpenCV · YOLO · LangChain · LlamaIndex · FastAPI · Docker · Kubernetes · Terraform · GCP · AWS · Azure · BigQuery · Vertex AI · Hugging Face · OpenAI API 📩 If you want it done right the first time, let’s talk.

🤖 Agentic AI & Multi-Agent Systems 🎙️ AI Voice Agents (Vapi, ElevenLabs, Twilio) ⚙️ Workflow Automation (n8n, Make, GoHighLevel) 🧠 LLM Integration (GPT-4, Claude, Gemini, LLaMA) 🔗 API Development & System Integration 👨‍💻 5+ Years Building Production AI Solutions Businesses come to me when they need autonomous AI systems that actually run in production, not demos or prototypes. I build multi-agent pipelines, AI voice agents, and intelligent workflow automations using Python, LangGraph, CrewAI, FastAPI, and the full LLM stack (GPT-4o, Claude, Gemini). Everything I deliver is Docker-containerized, deployed on Railway or AWS, monitored, and documented. Recent results from live production systems: - 77% cost reduction on customer support operations ($12K to $2.8K/month) - 95% faster invoice processing with 98%+ GPT-4o extraction accuracy - 85% faster appointment booking with 100% after-hours coverage - 83% time savings on bookkeeping automation ($1,200 to $130/month) WHAT I BUILD Multi-Agent Systems LangGraph and CrewAI orchestration, tool-calling agents, memory management, self-evaluation loops, MCP and A2A protocol integration, Pydantic AI, AutoGen. Built for enterprise scale with full audit trails and human-in-the-loop escalation. AI Voice Agents Inbound and outbound AI calling via Vapi and Twilio. ElevenLabs voice synthesis. Real-time STT/TTS. Lead qualification, appointment booking, 24/7 receptionist automation. GoHighLevel and HubSpot CRM sync. Workflow Automation with AI Decision Layers n8n agent workflows, Make scenarios, GoHighLevel pipeline automation. The difference from standard automation: every workflow has an LLM decision layer, not just if/then logic. RAG and Document Intelligence Semantic chunking, hybrid search, reranking with Pinecone and pgvector. GPT-4o vision for invoice and document extraction. Three-way matching, ERP sync (QuickBooks, Xero, SAP, NetSuite). AP automation with 98%+ accuracy. Production Infrastructure FastAPI backends, PostgreSQL and Supabase, Redis, Docker, Railway, AWS. Every system ships with monitoring, error handling, and documentation. Not a side project setup. USE CASES AI receptionists and intake agents | Appointment booking and rescheduling | Lead qualification and CRM automation | Customer support automation | Accounts payable and invoice processing | Facility management ops | Recruitment screening | Sales pipeline automation | B2B lead generation | WhatsApp and SMS automation TECH STACK Agents: LangGraph, CrewAI, AutoGen, Pydantic AI, LangChain LLMs: GPT-4o, Claude 3.5/3.7, Gemini 2.5, Llama 3, Mistral Voice: Vapi, ElevenLabs, Twilio, Bland.ai Automation: n8n, Make, GoHighLevel Backend: Python, FastAPI, REST APIs Data: PostgreSQL, Supabase, MongoDB, Redis, Pinecone, Chroma Infra: Docker, Railway, AWS, GitHub CI/CD Integrations: QuickBooks, Xero, SAP, Stripe, PandaDoc, Google Calendar, HubSpot If you are building an AI system that needs to run reliably in production, let's talk.

Top-Rated professional with 8+ years of experience in machine learning, deep learning, artificial intelligence, data science, and predictive analytics. I design, train, and deploy production-grade models in natural language processing (NLP), computer vision, reinforcement learning, and retrieval-augmented generation (RAG) using cutting-edge frameworks like PyTorch, TensorFlow, Keras, and Hugging Face Transformers. My strength is delivering end-to-end AI solutions—from data engineering and feature engineering to MLOps and cloud deployment—on AWS SageMaker, Google Cloud Vertex AI, Docker, and Kubernetes. CORE SERVICES • Large Language Model (LLM) Development • Custom GPT-4, GPT-3.5, Llama 3, Mixtral, and open-source transformer fine-tuning • Retrieval-augmented chatbots, question-answering systems, knowledge-base search • Prompt engineering, evaluation, and agentic workflows with LangChain, LangGraph, LlamaIndex, LangFlow • Computer Vision and Multimodal AI • Image classification, object detection, segmentation, OCR, and visual search • Vision-language models, CLIP, BLIP, and multimodal transformers for product recommendation and analytics • YOLO, Detectron2, OpenCV, and TensorRT optimization for edge and cloud • Advanced Machine Learning & Deep Learning • Supervised learning, unsupervised learning, reinforcement learning, semi-supervised learning • Neural networks, CNN, RNN, LSTM, Transformers, BERT, RoBERTa, FastText, XGBoost, LightGBM, CatBoost • Time-series forecasting, anomaly detection, recommender systems, speech recognition, audio processing • End-to-End MLOps and Data Engineering • Data pipelines, ETL, Apache Spark, feature stores, CI/CD, GitHub Actions • Scalable deployment on AWS, GCP, Docker, Kubernetes, serverless functions • Monitoring, drift detection, automated retraining, model registry, and A/B testing IMPACT HIGHLIGHTS • Boosted recommendation accuracy by 22 percentage points with deep collaborative filtering and matrix factorization • Cut inference latency 40 % using GPU optimization, TensorRT, and autoscaling clusters • Reduced cloud costs 30 % through optimized resource allocation and spot instances • Delivered more than 50 production AI projects across e-commerce, fintech, healthcare, and SaaS TECHNICAL STACK Python, SQL, Pandas, NumPy, Scikit-learn, PyTorch, TensorFlow, Keras, Hugging Face Transformers, SpaCy, NLTK, FastText, BERT, RoBERTa, OpenCV, YOLO, Detectron2, CLIP, BLIP, TensorRT, Apache Spark, Docker, Kubernetes, AWS (EC2, S3, SageMaker, Lambda), Google Cloud (Vertex AI, BigQuery, Cloud Functions), Git, GitHub Actions, Tableau, Power BI, Matplotlib, Seaborn, R-Shiny EDUCATION AND CERTIFICATIONS • MSc in Data Science, University of Waterloo (full-merit scholarship). Thesis in multimodal NLP and computer vision • BSc in Computer Science, University of Bradford (Top 1 %, merit scholarship) • 20+ professional certificates: Stanford Deep Learning, Machine Learning and NLP specializations, Google TensorFlow Developer, Google Data Analytics, AWS Certified Machine Learning, Google Cloud Professional Data Engineer WHY HIRE ME • Proven ability to translate complex deep-learning research into scalable cloud solutions that raise accuracy, speed, and ROI • Expertise across the full data lifecycle: data collection, preprocessing, feature engineering, model training, hyperparameter tuning, deployment, monitoring, and maintenance • Clear, prompt communication in English, reliable delivery, and transparent project management using Agile and Scrum Invite me to discuss how we can apply cutting-edge machine learning, deep learning, and AI to solve your business challenges and accelerate growth.

⭐ HIRE ME AND I PROMISE TO BE AN ASSET AND GREAT ADDITION TO YOUR TEAM.⭐ 🖘(˘⌣˘)🖙 ⚙️ᕙ(⇀‸↼‶)ᕗ 𝗦𝘂𝗽𝗲𝗿𝗶𝗼𝗿 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀 𝗮𝗻𝗱 𝗥𝗲𝗰𝗼𝗺𝗺𝗲𝗻𝗱𝗮𝘁𝗶𝗼𝗻𝘀 𝘁𝗼 𝗖𝗹𝗶𝗲𝗻𝘁'𝘀 ⚙️ 🖘(˘⌣˘)🖙 ⮞ 100+ happy clients 🔥 In the realm of Zoho, We possess deep functional and technical expertise in a variety of Zoho applications, including: 𝗭𝗼𝗵𝗼 𝗢𝗻𝗲 ☝️ 𝗭𝗼𝗵𝗼 𝗖𝗥𝗠Plus 📊 𝗭𝗼𝗵𝗼 𝗖𝗥𝗠 📊 𝗭𝗼𝗵𝗼 𝗕𝗼𝗼𝗸𝘀 📘 𝗭𝗼𝗵𝗼 𝗖𝗿𝗲𝗮𝘁𝗼𝗿 🧑‍💼 𝗭𝗼𝗵𝗼 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 📅 𝗭𝗼𝗵𝗼 𝗗𝗲𝘀𝗸 🏢 𝗭𝗼𝗵𝗼 𝗕𝗼𝗼𝗸𝗶𝗻𝗴𝘀 📚 𝗭𝗼𝗵𝗼 𝗠𝗮𝗿𝗸𝗲𝘁𝗶𝗻𝗴 𝗛𝘂𝗯 📢 𝗭𝗼𝗵𝗼 𝗦𝗮𝗹𝗲𝘀𝗜𝗤 💬 𝗭𝗼𝗵𝗼 𝗙𝗼𝗿𝗺𝘀 🚀 𝗭𝗼𝗵𝗼 𝗦𝗶𝘁𝗲𝘀 🏙️ 𝗭𝗼𝗵𝗼 𝗣𝗲𝗼𝗽𝗹𝗲 🧑‍💼 𝗥𝗲𝗰𝗿𝘂𝗶𝘁 📉 Following are the Services that are currently provided by our highly experienced team, Kindly have a look. Web Development & Design: 𝐌𝐲 𝐒𝐤𝐢𝐥𝐥𝐬: 🤹🏻♂️ ✅ Corporate website design ✅ WordPress & Wix ✅ Custom website design ✅ Website development after the approved design. ✅ Shopify Plus ✅ Webflow ✅ Squarespace website dev ✅ Mobile App development for ios & android Develop a custom SEO friendly Wordpress website and theme. 1. SEO optimized Ecommerce Website Design and Development 2. Magento Themed website design 3. Volusion Websites 4. PSD to Wordpress theme 5. SEO friendly BigCommerce Websites development 6. Custom Wordpress blog development 7. Drupal Development 8. Joomla Development. 9. Mobile responsive and social media friendly Wordpress website. 10. Wordpress support and maintenance. 11. Wordpress optimization for yoast plugin. 12. Wordpress thesis theme development. 13. Wordpress genesis framework development. SEO 1. Facebook management: Custom branded landing tab Integration of facebook deals Integration of facebook places Develop a facebook strategy relevant to your business Implement the strategy, regular viral status updates Deleting spams Maintenance of facebook page Developing, maintaining and integrating facebook ad campaigns Custom cover image design. 2. Twitter Management Post regular tweets relevant to your audience and followers Custom twitter background design. Increase new targeted followers. Increase engagement with current followers 3. Blog Management Regular posts on your blog with relevant content to your business and audience. SEO friendly unique new engaging content for blogs. 4. Pinterest Marketing and Management: Manage Pinboards and start new ones Increase followers on Pinterest. 5. Google+ Management Post regular posts and links relevant to your audience and followers Custom Google+ top banner design. Increase new targeted followers. Increase engagement with current followers Develop and post creative content that has SEO value. 6. Search Engine Optimization (Post Penguin 2.1 SEO) On-page SEO Off-page Monthly SEO Local SEO Google Places SEO 7. Email Marketing HTML Email campaign design Email content creative wiring Integration of HTML design on Mailchimp, Constant Contact, iContact, Aweber etc. Integrate email marketing software with Wordpress based website. 8. Search Engine Marketing PPC Ads development and management Google Adwords campaign development and management Facebook Ads campaign development and management Yahoo Ads campaign development and management Bing Ads campaign development and management. Landing page development for Wordpress website design. 9. Mobile App Marketing Marketing iOS apps in the app store to increase downloads. Marketing Android apps to increase downloads. 10. Copywriting Blog writing for Wordpress or Tumblr based blog. SEO Writing Article Writing Web Content Writing that has SEO value. 11. Press Releases Writing and Distribution Press Release writing Press release distribution. Hoping to get in touch with you soon. Regards, Sangeeta Web & Mobile Expert •HTML5 •CSS3 •PHP5 •Wordpress •Shopify •Drupal •PSD to HTML •XHTML •SEO •SMM •PPC •Facebook Ads •Java-script •JQuery •Responsive Media Query •Ajax •MySQL •Zoho CRM •Sugar CRM •Zoho Creator •API integration •Deluge Scripting •Workflows •Twilio Integration •Zapier Integration •Zoho Reports •Zoho Books •Zoho subscription •Zoho Inventory •Zoho Mail etc.

Turning AI Dreams into Reality – From Chatbots to Advanced NLP Solutions Struggling to find the right talent? Here’s why you’ve landed on the perfect profile: 1️⃣ Unlock the Secrets of Top Companies: I leverage the power of ChatGPT and other large language models (LLMs) to drive customer engagement and streamline interactions, giving you a competitive edge. 2️⃣ Leverage Hidden Methods: I use advanced machine learning techniques to build intelligent automation that increases efficiency, reduces costs, and accelerates business growth. 3️⃣ Integrate Cutting-Edge AI Solutions: I ensure your AI projects are innovative, scalable, and secure, setting the stage for sustainable growth and long-term success. Armed with a Bachelor's degree in Computer Science and AI, I am your go-to expert for transformative digital solutions. Core Expertise - AI Chatbots: Web, WhatsApp, Facebook, Instagram, X (Twitter), and Telegram. - AI Voice Assistants: Voice-enabled chatbots for web and phone. - NLP Solutions: NLU, NLG, Q&A systems, information extraction, text classification, summarization, and Named Entity Recognition (NER). Tech Stack - Back-end: Python (proficient in developing robust backend solutions) - Front-end: React.js, Next.js (creating seamless, interactive interfaces) - AI & ML: Advanced solutions using GPT-4, Llama, Mistral, Claude, LangChain, and more. AI & Automation Specialties - Generative AI & ChatGPT: Fine-tuned for specific use cases - RAG (Retrieval-Augmented Generation): Boosting content relevance and accuracy - Large Language Models: Expertise in models like GPT-4, Llama, Mistral, and more. - Transformers: Hugging Face, T5, RoBERTa, BERT, and SentencePiece - Voiceflow: Developing interactive voice experiences - Automation: Using Make.com, Zapier to streamline workflows - ML/DL Frameworks: PyTorch, scikit-learn, SpaCy, TensorFlow - Vector Databases: Pinecone, ChromaDB, FAISS, qdrant, unstructured.io - Cloud & DevOps: AWS Sagemaker, Docker, Lambda, RESTful APIs Industry Experience With over 4+ years of hands-on experience, I have specialized in developing NLP solutions for smart assistants and conversational AI. Project Highlights - Conversational AI Solutions: Designed and deployed AI/NLP systems for virtual assistants and chatbots, enhancing user satisfaction and engagement. - RAG Pipelines: Implemented retrieval-augmented generation systems to boost the relevance and quality of responses across various applications. - Generative AI Projects: Led the development of custom AI models, optimizing them for specific business needs. Let's Collaborate Do you have an AI or NLP challenge? Need to streamline processes with automation? Or curious how Generative AI can be applied to your business? Let’s talk! 🚀 💼 Check out my GitHub for the latest projects: [github.com/gautam-coder] 🤗 Explore my models, datasets, and demos on HuggingFace Hub ⚡ I stay up-to-date with the latest research and love contributing to open-source projects. Ready to make waves in the digital world? Let's innovate together! #AI #ChatGPT #LangChain #Automation #NLP #MachineLearning #SoftwareDevelopment #TechInnovation #AIConsulting

When you partner with me, you get production-ready AI systems that automate real workflows, cut operational costs, and put your data to work not prototypes that stall before launch. CORE STRENGTHS LLM Integration: OpenAI, Claude, Gemini, and open-source models wired into real products, not demos RAG Systems: retrieval pipelines with vector databases (Qdrant, Pinecone, Weaviate) for accurate document Q&A and semantic search AI Agents: autonomous systems with multi-step reasoning, tool calling, and API execution Production Deployment: AWS, Docker, and CI/CD for reliable, maintainable systems Business focus: every build ties to a measurable outcome — lower response times, reduced manual work, faster retrieval ABOUT ME I'm a backend and AI engineer with 7+ years of professional experience building systems that solve real business problems. My work spans large language models, RAG, and full-stack Python development. At TalentPop I led AI initiatives across property tech and customer-service automation, shipping production systems used daily by real teams. My approach pairs solid engineering with business sense I want to understand the outcome you're after before I write a line of code. SERVICES I DELIVER LLM Integration & RAG Systems: Retrieval-Augmented Generation pipelines combining vector databases with language models for accurate document Q&A, knowledge retrieval, and context-aware responses. Custom AI Agent Development: Autonomous systems capable of multi-step reasoning, API integration, and real-time decision execution. Ideal for lead qualification, support automation, and workflow orchestration. Production Chatbot Development: Multi-channel conversational AI (web, WhatsApp, Telegram) with NLP understanding, sentiment analysis, and intelligent responses for customer engagement. End-to-End ML Solutions: Predictive models and computer vision systems deployed with monitoring and retraining pipelines for continuous improvement. PROBLEMS I SOLVE Manual, repetitive support work → AI systems that handle routine conversations automatically and free up your team Unstructured data nobody can search → RAG systems enabling fast semantic search across large document sets Workflows that need constant manual oversight → AI agents that execute multi-step processes reliably Raw data sitting unused → ML models that turn it into usable predictions and insight TECH STACK Languages: Python, TypeScript, JavaScript, Node.js Web: FastAPI, Flask, Django, Nest.js AI/ML: LangChain, Hugging Face, TensorFlow, PyTorch, Scikit-Learn LLMs: OpenAI, Anthropic Claude, Google Gemini, RASA Vector DBs: Qdrant, Pinecone, Weaviate Data: PostgreSQL, MongoDB, Redis, Apache Kafka Cloud/DevOps: AWS, GCP, Docker, Kubernetes, Terraform, GitHub Actions Let's talk about what you're trying to build.

💻 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

Looking for a modern web app or smart automations that save you hours every week? ⭐️ Top Rated - Top 10% of talent on Upwork 🔰 4+ years of experience ✅ 1 hour of response time with 100% Dedication ✅ Full-Time Availability I’m Zubair Ali, a Full-Stack Web Developer & Automation Engineer with 4+ years of experience helping businesses build scalable applications and automate workflows. I specialize in the MERN stack and leading CRM/automation platforms like GoHighLevel (GHL), Asana, ActiveCampaign, Pipedrive, Airtable, Make .com, n8n, Zapier, Webflow, Softr .io, and more to streamline operations and boost efficiency. Whether you need an MVP, custom dashboard, CRM setup, automated workflows, or AI-powered features, I deliver clean code, reliable systems, and measurable impact. 🔹 𝗖𝗢𝗥𝗘 𝗦𝗞𝗜𝗟𝗟𝗦 & 𝗧𝗢𝗢𝗟𝗦 Web Development React .js, Next .js (SSR/SEO), Tailwind CSS, Bootstrap Node .js, Express .js, REST APIs, GraphQL MongoDB, MySQL, PostgreSQL, Firebase CRM & Operations Systems GoHighLevel (GHL) CRM Asana CRM / Project Management ActiveCampaign CRM & Automations Pipedrive CRM Airtable CRM + Databases Automation & Integrations Platforms: Make .com (Integromat), n8n, Zapier Tools: Google Sheets, Google Forms, JotForm, Softr .io, Webflow, Airtable, Mailchimp, Gmail, Slack, Notion, Monday .com, ClickUp, HubSpot, Sumit, + your business apps Deployment & DevOps Git, GitHub, Vercel, Netlify, Docker, AWS EC2 🔹 𝗦𝗘𝗥𝗩𝗜𝗖𝗘𝗦 𝗜 𝗣𝗥𝗢𝗩𝗜𝗗𝗘 CRM Setup & Optimization – GoHighLevel (GHL), Asana, ActiveCampaign, Pipedrive, Airtable; pipelines, automations, dashboards & reporting Web App Development – CRMs, SaaS dashboards, client portals, admin panels, Webflow/Softr .io websites Workflow Automation – Custom workflows to cut manual work & save time API Development & Integrations – Stripe, Twilio, Google APIs, HubSpot, and more Marketing Automation & Ad Funnels – Facebook/Meta Ads workflows, lead capture systems, automated follow-ups, CRM integration for ad leads, sales funnel automation, performance tracking dashboards AI-Powered Features – Chatbots, GPT assistants, AI-driven automation, Voice AI agents (Retell AI / VAPI), AI calling systems (Twilio), conversational AI using ElevenLabs voice integration No-Code + Code Hybrid – Fast delivery with flexibility for custom needs 🔹 𝗪𝗛𝗬 𝗪𝗢𝗥𝗞 𝗪𝗜𝗧𝗛 𝗠𝗘 Industry Experience – Practical solutions for real business needs Always Available – Fast communication & 24/7 support Flexible & Reliable – I adapt until you’re 100% satisfied Balanced Skills – Web development + automation in one place Let’s talk about how I can help you build, scale, and automate your business. 🔹 𝗦𝗘𝗢 𝗞𝗘𝗬𝗪𝗢𝗥𝗗𝗦 / 𝗧𝗔𝗚𝗦 Make .com Automation | Make .com Expert | Integromat Specialist | n8n Automation | n8n Scenarios Developer | Zapier Automation | Zapier Workflows | Workflow Automation Expert | Business Process Automation | API Integrations | Custom API Workflows | Webhook Integrations | Monday .com Automations | ClickUp Automations | Airtable Automations | Softr .io Developer | Softr .io Expert | Webflow Developer | Full Stack Developer | Web Developer | Website Development | MERN Stack Developer | React Developer | Next .js Developer | Node .js Developer | Backend Developer | Frontend Developer | API Developer | SaaS Developer | CRM Developer | Custom CRM Builder | Automation Engineer | Integration Engineer | GoHighLevel Expert | GHL CRM Setup | ActiveCampaign Automation | Pipedrive CRM Workflows | Airtable CRM | Asana CRM Setup | Asana Automation | CRM Integrations | AI Automation | GPT Automation | AI Chatbot Developer | No-Code Developer | Low-Code Developer | Automation Consultant | Digital Transformation | Business Systems Automation