🔭 I'm currently working on AI-native products, agentic automation systems, and scalable EdTech platforms focused on personalized learning & productivity
👯 I'm looking to collaborate on AI SaaS, multi-agent workflows, product strategy, automation systems, and startup growth experiments
🤝 I'm looking for help with scaling AI products, GTM strategy, distribution, and building high-leverage systems that generate recurring revenue
🌱 I'm currently learning LLM orchestration, RAG pipelines, AI product management, distributed agent systems, and advanced automation engineering
💬 Ask me about AI Product Management, startup building, automation frameworks, EdTech innovation, SaaS growth, and turning ideas into execution
⚡ Fun fact: I went from mechanical engineering to building AI-powered systems and believe the future belongs to builders who combine product thinking + AI leverage
20 end-to-end projects covering the full modern AI stack: Classical ML → Deep Learning → NLP → LLM Fine-tuning → RAG → Prompt Engineering → AI Agents → Multi-Agent Systems
| Project | Stack | What I Built |
|---|---|---|
| Health Insurance Classification | scikit-learn, XGBoost | 4 classifiers + feature engineering + clinical data cleaning |
| Foundational ML × 4 | scikit-learn, XGBoost, Jupyter | Healthcare + Employee turnover + NYC Taxi 729K rows regression |
| Water Quality DL | TensorFlow, Keras | Dual-task DNN (regression + classification) — BatchNorm, Dropout, EarlyStopping |
| Project | Stack | What I Built |
|---|---|---|
| NLP Sentiment: TF-IDF → BERT | PyTorch, HuggingFace, BERT, LSTM, GRU | RNN/LSTM/GRU/BERT comparison on 1.6M tweets |
| QLoRA BERT Fine-Tuning | PEFT, BitsAndBytes, W&B | 4-bit NF4 quantization + LoRA — trains ~0.1% of params |
| BPE Tokenizer from Scratch | HuggingFace tokenizers | 30K vocab BPE on WikiText-2, full pipeline to PreTrainedTokenizerFast |
| Project | Stack | What I Built |
|---|---|---|
| RAG from Scratch | FAISS, MiniLM, Flan-T5, LangChain | End-to-end RAG: PDF → MMR retrieval → local LLM + source attribution |
| Advanced RAG — LlamaIndex | LlamaIndex, LlamaParse, Cohere, GPT-4o | LIC policy (3 embeddings × 2 LLMs) + Coca-Cola 10-K 2014–2023 (SubQuestion + Cohere reranker) |
| Project | Stack | What I Built |
|---|---|---|
| Financial Report Analysis | Claude Vision, Anthropic SDK | 5 techniques on real ABN AMRO financials: zero-shot, CoT, role-based, JSON, multi-image |
| GenAI Universe Report | Python stdlib, RAG pipeline | 9-section industry report on AI Agents ($5.1B→$47B market) — auto-generated .docx |
| Project | Stack | What I Built |
|---|---|---|
| ReAct Agent from Scratch | Groq, Tavily (no framework) | Custom Reason→Act→Report loop — zero frameworks |
| Travel Assistant | LangChain, GPT-4o-mini, WeatherAPI | AgentExecutor with live weather + DuckDuckGo search |
| Study Assistant Quiz Generator | LangChain SequentialChain, GPT-3.5 | PDF → Summary → MCQ quiz pipeline |
| Yahoo Finance API | Flask, yfinance | REST API: live prices, OHLCV, Sharpe/drawdown/MA analytics + BUY/HOLD/SELL |
| Project | Stack | What I Built |
|---|---|---|
| Advanced LangGraph Agents | LangGraph, Claude Haiku, Groq | Math tool-use loop + multi-agent router (web/RAG/LLM paths) |
| Competitor Analysis Agent | LangGraph, Claude Sonnet, MemorySaver | Persistent memory agent for retail competitive intelligence |
| AutoGen Agents × 4 patterns | AutoGen 0.4, Claude, GPT-4o | Reflection · FunctionTool · StateFlow · Multi-modal bill analyzer |
| CrewAI Logistics | CrewAI sequential | Logistics Analyst → Optimization Strategist with VRP strategies |
| CrewAI Advanced | CrewAI hierarchical, CodeInterpreterTool | Learning path generator + automated code debugger (live execution) |
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RecoverOS — AI-powered posture nudge Chrome extension. On-device computer vision, 48 features, Stripe monetization.
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BankGaadi.com — Vehicle repossession auction aggregator. FastAPI + Next.js + Playwright scrapers.
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GetAllOS.com — AI-powered Life OS platform. Turborepo + Next.js + Claude API.
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DrAdityaMD — Medical practice website with auto-blog via DeepSeek API.
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Viksepa — Screen addiction minimizer for kids. Kotlin + Swift dual-platform.
Languages
AI / ML / LLM Stack
Agent Frameworks
RAG & Vector Search
Frameworks & Libraries
Databases & Backend
Hosting & DevOps
Testing & Tools
