Mohit Kumar
Mohit - AI/ML Developer

👋Hi! My name is Mohit

NLP | Generative AI | Full-Stack LLM Development | Product Design Enthusiast
I'm a developer passionate about building intelligent, practical applications powered by Generative AI and NLP. My work focuses on the entire lifecycle of an AI product, from core model development to user-facing interfaces.

My Experience

I have hands-on experience in:
  • 🧠 LLM Fine-Tuning Adapting foundational models for specialized tasks and improved performance.
  • 📚 RAG Systems Architecting and implementing Retrieval-Augmented Generation pipelines for context-aware, factual, and up-to-date responses.
  • 💻 Full-Stack Design Building robust backends for model serving and scalable APIs, alongside intuitive frontends for seamless user interaction.
  • 💾 Database Systems Managing data flow with both traditional databases and modern vector indexes for efficient semantic search.
  • ✍️ Prompt Optimization Designing and refining effective prompts to guide LLM behavior for precision, coherence, and task-specific outputs across diverse applications.
  • ⚙️ LLM Inferencing Deploying and scaling language model inference workflows with optimized latency, cost-efficiency, and reliability for production-ready AI solutions.

🚀 My Go-To Tech Stack

GenAI Orchestration:
  • LangChain
  • LlamaIndex
LLM Inference & Serving:
  • vLLM
  • Hugging Face Transformers
Vector Search:
  • Faiss, Pinecone
  • ChromaDB, Weaviate
Backend:
  • Python (FastAPI, Django, Flask)
Databases:
  • PostgreSQL, MongoDB
  • Redis, etc.

Skills

PyTorch
PyTorch
Python
Python
Git
Git
PostgreSQL
PostgreSQL
Django
Django
Flask
Flask
FastAPI
FastAPI
Bash
Bash
Docker
Docker
MongoDB
MongoDB
MySQL
MySQL
Support Me / Hire Me