I'm Smit Pathak — an Artificial Intelligence undergrad at NIT Rourkela, passionate about building autonomous multi-agent systems, deep learning architectures, and production-ready intelligent applications.
- GenAI & Agentic AI: Architecting autonomous multi-agent workflows using LangGraph, CrewAI, LangChain, and advanced RAG pipelines with vector databases.
- Deep Learning & NLP: Designing sequence models (BiLSTM), fine-tuning Hugging Face Transformers (LoRA / PEFT), and developing vision-language diagnostic models.
- Backend & MLOps: Building high-throughput FastAPI microservices, containerizing with Docker, and orchestrating auto-scaling deployments on Kubernetes with CI/CD pipelines.
- Key Projects:
- 🤖 Multi-Agent AI Research Assistant: 4-agent collaborative RAG research platform with CrewAI & LangGraph.
- 📊 Deep NLP Sentiment Analysis Pipeline: BiLSTM opinion mining microservice scaling to 5,000+ reviews/min.
- 🩻 Chest Radiograph Multi-Pathology Diagnostic: DenseNet-121 + Grad-CAM diagnostic tool with automated LLM report generation.
Think. Build. Train. Deploy.