Ganesh Sharma

AI Engineer & Python Backend Developer

Building production-focused AI systems using existing LLM models, FastAPI, and Python. Interested in backend engineering, retrieval systems, local LLMs, and applied machine learning.

AI / LLM APIs AI Frameworks Retrieval Systems Data & Machine Learning Database & Caching Version Control / Containerization / CI/CD

Featured Projects

MITRA AI Chatbot

Built an AI chatbot using LLM APIs with prompt engineering, also implemented local models on limited hardware.

FastAPI LLMs Prompt Engineering OpenAI API Gemini API Mistral API Groq API

Unified RAG System

Summarized multi-page PDFs using NLP and LLM workflows.

LLMs FastAPI Vector Embeddings LlamaIndexLangChain

Tech Stack / Frameworks / Skills

Languages

Python JavaScript

Databases

MySQL PostgreSQL Redis (Caching) Pinecone (Vector DB) ChromaDB (Vector DB)

AI / LLM

LLMs Prompt Engineering Retrieval Augmented Generation (RAG) Vector Embeddings OpenAI API Gemini API Hugging Face Inference API Ollama Local Models Hugging Face

Backend

FastAPI REST APIs Jinja2 Docker

ML / Data

Scikit-learn Pandas NumPy Matplotlib Data Processing Model Evaluation

Tools

Git GitHub VS Code Linux

About Me

I’m an aspiring AI Engineer and Python Backend Developer focused on building practical systems using LLMs, FastAPI, and machine learning. I enjoy working on AI-powered applications, backend APIs, document intelligence systems, and production-oriented projects that solve real-world problems.

Currently, I’m strengthening my skills through hands-on projects in retrieval systems, local LLMs, document processing, and applied machine learning while building a strong backend engineering foundation.

Let's Connect

Open to internships, backend engineering roles, and AI-related opportunities.

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