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Naman21036/README.md

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About Me

I'm an aspiring AI/ML Engineer focused on building intelligent, production-ready systems at the intersection of large language models, retrieval-augmented generation, and scalable ML infrastructure. I care deeply about writing clean, efficient code and shipping real-world AI products that make an impact.

  • Building AI-powered applications using RAG, LLMs, and modern ML pipelines
  • Exploring MLOps, System Design, and scalable AI system architecture
  • Strong foundation in Data Structures, Algorithms, and Competitive Programming
  • Passionate about applied AI — probabilistic modeling, optimization, and data-driven decision making

What I'm Currently Working On

Area Focus
LLM Systems Multi-agent architectures with LangGraph, tool-calling pipelines
RAG Engineering Hybrid retrieval, reranking, and evaluation frameworks
MLOps Experiment tracking with MLflow & W&B, model serving with FastAPI
ML Fundamentals Deep Learning, transformer architectures, fine-tuning

Featured Projects


Tech Stack

AI / ML Core

Python PyTorch TensorFlow Keras scikit-learn NumPy Pandas SciPy XGBoost LightGBM CatBoost OpenCV

LLM & Generative AI

LangChain LangGraph OpenAI HuggingFace Transformers Sentence Transformers Groq FAISS ChromaDB NLTK spaCy

Backend & Infrastructure

FastAPI Flask Streamlit MySQL Docker AWS

MLOps & Experimentation

MLflow W&B PyTorch Lightning GitHub Actions Git Anaconda

Systems & Visualization

C++ C Matplotlib Plotly


GitHub Stats

  

GitHub Streak

LeetCode Stats    Codeforces Stats


Contribution Activity

Naman's GitHub Activity Graph

github-snake

GitHub Trophies

GitHub Trophies


Connect

LinkedIn Gmail Instagram

LeetCode Codeforces


Profile Views

"The best way to predict the future is to build it."

Pinned Loading

  1. VolFlux VolFlux Public

    VolFlux is a quantitative framework for analyzing and forecasting financial market volatility using time series models. The system studies volatility dynamics across multiple asset classes and appl…

    Jupyter Notebook 2

  2. SentinelAI SentinelAI Public

    Developed a scalable transformer powered content moderation system for detecting hate speech on Twitter data. Integrated MLflow for experiment tracking, FastAPI for model serving, and containerized…

    Jupyter Notebook 1

  3. Fraudshield Fraudshield Public

    End to end machine learning based fraud detection system for financial transactions built with FastAPI. Designed for real time risk scoring explainability and production ready deployment.

    Jupyter Notebook 1