avinash = {
"role" : "AI Consultant @ Deloitte",
"location" : "Pune, India 🇮🇳",
"expertise" : ["GenAI", "RAG", "LLMs", "MLOps", "NLP"],
"stack" : ["LangChain", "LangGraph", "Azure OpenAI", "FastAPI", "PyTorch"],
"building" : "Production-grade AI systems that scale to 100+ concurrent users",
"certified" : "Data Scientist & Analyst — NSDC & Skill India",
"motto" : "Always learning. Always deploying. 🚀"
}Turning raw data into intelligent systems — one model at a time.
Generative AI & LLMs
Machine Learning & Data
MLOps & Cloud
| Project | Description | Tech |
|---|---|---|
| 🤖 Agentic Conversational AI | Production-grade agentic system with RAG, HITL, memory & fault-tolerant orchestration | LangGraph RAG Python |
| 💰 FinTrack Engine | AI-powered expense intelligence with NL logging, auto-categorization & spending insights | Claude GenAI Python |
| 📚 Claude Code Playbook | Structured study guide for Claude Code — slash commands, CLAUDE.md, plan mode, MCP, sub-agents & spec-driven development | Claude Code MCP AI Agents |
| 🔤 Multilabel Transformer Classifier | Multilabel text classification using transformer-based architectures for complex NLP tasks | Transformers NLP PyTorch |
| 📊 InsightPulse AI | Real-time sentiment analysis with end-to-end MLOps pipeline + Chrome extension | NLP MLOps BERT |
| 📄 RAG-IDPQS-BOT ⭐3 | Scalable technical PDF processor with LLMs & vector DBs for context-aware Q&A | RAG VectorDB LLMs |
| 📘 IDP Query System | Intelligent document processing with advanced RAG architecture | GenAI RAG Python |
| 🔬 Boosting Playground ⭐1 | Deep-dive into XGBoost, LightGBM & CatBoost — theory, code & visualizations | ML XGBoost Jupyter |
| 📈 MLflow Tracking | Hands-on experiment tracking for reproducible ML pipelines | MLOps MLflow Python |
| ⚙️ MLOps Pipeline DVC | End-to-end data & code versioning pipeline with DVC + Git | MLOps DVC Python |
📄 Procurement Digital Landscape — Johnson & Johnson
- Built an Azure-based RAG system with Azure Form Recognizer, Azure OpenAI, and Azure AI Search
- Hybrid semantic retrieval with custom vector fields
- Deployed as a 100+ concurrent user production system via robust FastAPI endpoints
🗣️ Inteliconvo.ai — Speech Analytics Platform
- Language detection & transcription using OpenAI Whisper
- Migrated legacy monolith to microservices architecture
- Deployed GPU-enabled containers with offline LLM inference on client servers
📘 Legal Book — Contract Intelligence
- Fine-tuned BERT for multilabel legal clause classification
- Legal document summarization with LLMs and performance benchmarking
- Custom NER models for extracting parties, addresses & dates from contracts
- 🏅 Certified Data Scientist & Analyst — NSDC & Skill India
- 📚 PGP Data Science & Analytics (Advanced ML) — Imarticus Learning (Grade: A)
- 🎓 B.Tech in Engineering — MIT Academy of Engineering, Pune (CGPA: 7.41)
💡 "The best way to predict the future is to build it with AI."
⭐ If you find my work valuable, consider starring a repo — it means a lot!