I'm a Software Quality Engineer making a dedicated transition into AI & Machine Learning development. With a background in Electronics & Communication Engineering and a career in QA automation, I bring systematic thinking and rigorous testing discipline to building intelligent systems.
🌍 Based in Canada 🎓 PGP in AI & ML — Great Lakes Executive Learning × UT Austin McCombs School of Business (2021) 📄 IEEE-published researcher in Computer Vision 💼 Transitioning: Software Testing → AI/ML Development 🔭 Focus: Generative AI · Agentic AI · RAG Pipelines · Full-Stack AI Systems
A live-deployed, production-grade AI research system with a 6-layer clean architecture, 7-node LangGraph pipeline, FastAPI backend, Streamlit UI, and 175 tests across 8 test strategies.
Three research modes: Quick Research · Conversational Chat with memory · Full structured report with web search and images.
Built with LangGraph · FastAPI · Streamlit · Groq (Llama 3.3 70B) · Tavily · SQLite · Docker · SonarCloud
→ View repo · 🚀 Try the live demo
A full end-to-end Retrieval-Augmented Generation (RAG) application that lets users chat with their own documents (PDF, DOCX, TXT).
Built with LangChain · Meta Llama 3.1 · ChromaDB · HuggingFace embeddings · Ollama
A LangGraph StateGraph-based agentic AI system that analyzes journal entries, classifies sentiment, extracts themes, and persists reflection history across runs.
Built with LangGraph · Groq API · LLaMA models · JSON persistence
Academic projects from the UT Austin McCombs × Great Lakes PGP covering the full ML stack: Statistical Learning, Supervised & Unsupervised Learning, Ensemble Methods, Neural Networks, Computer Vision, and NLP.
GenAI & Agentic AI: Python · LangChain · LangGraph · RAG · Groq · Ollama · HuggingFace · ChromaDB · Tavily
Frameworks & APIs: FastAPI · Streamlit · SQLAlchemy · Pydantic · httpx · Docker
ML & Deep Learning: TensorFlow · Keras · Scikit-learn · CNNs · Transfer Learning · Ensemble Methods
Testing & Quality: pytest · SonarCloud · TDD · FastAPI TestClient · CI/CD · 175-test suites
Data Science: Pandas · NumPy · SciPy · Matplotlib · Seaborn
Tools: Git · GitHub · Jupyter Notebooks · HuggingFace Spaces · VS Code · Kaggle
- 🏗️ Building and deploying production-grade AI systems
- 🔬 Exploring multi-agent and human-in-the-loop LangGraph patterns
- 📚 Researching online Master's programs in AI/ML
- 🏆 Active on Kaggle: kaggle.com/tusharkhoche
