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SurajBhar/README.md

Hi πŸ‘‹, I'm Suraj Bhardwaj

Data Scientist β€’ AI Engineer

Website β€’ LinkedIn β€’ GitHub β€’ BharAI-Lab


πŸ‘‹ About me

I’m a Data Scientist / AI Engineer with a strong focus on reproducible experimentation, robust evaluation, and production-ready implementations. I enjoy working on problems where data is messy, edge cases matter, and you need clear evidence that a solution is reliable.


🎯 What I do

  • Data Science: EDA, feature engineering, model training, evaluation, and communicating results clearly
  • Applied ML: robust experiments (ablations, error analysis, generalization checks) and careful baselines
  • Computer Vision (multimodal): representation learning and practical pipelines for real-world perception
  • LLMs / RAG: retrieval-grounded assistants where answers are supported with sources and good fallbacks
  • Agentic AI: building agentic AI workflows that orchestrate tools and retrieval to plan, act, and verify results with guardrails for reliability.

⭐ Featured projects

πŸ”Ž RAG on Azure (FastAPI)

Repo: https://github.com/BharAI-Lab/rag_azure_fastapi
A practical RAG service design that focuses on grounded answers and clean API structure.

🧠 RAG with NVIDIA NIM

Repo: https://github.com/SurajBhar/rag_nim
A lightweight RAG implementation for chatting with documents using an easy-to-run app workflow.

πŸ“Š Hotel Reservation Prediction (Tabular ML)

Repo: https://github.com/SurajBhar/hrprediction
A structured tabular ML project: data preparation, modeling, and evaluation.

🎬 Movie Sentiment Prediction (NLP)

Repo: https://github.com/SurajBhar/moviesentiment
Text classification pipeline for sentiment prediction with clear preprocessing and evaluation steps.


πŸ“ˆ Analytics & visualization

Tableau Dashboard β€” Amazon Sales Analysis

Dashboard: https://public.tableau.com/app/profile/suraj.bhardwaj2195/viz/Amz_Dashboard_22Sep/ItemAnalysis


πŸ§ͺ Experimentation & optimization

Bayesian Optimization

Repo: https://github.com/SurajBhar/bayesian_opt
Explorations around tuning and comparing model configurations in a systematic way.


πŸ—„οΈ SQL & analytics projects

Data Science SQL Project

Repo: https://github.com/SurajBhar/data_science_sql_project
SQL-driven analytics work, focused on clean querying and structured datasets.


πŸŽ“ Academic / Computer Vision work

Master’s thesis repository

Repo: https://github.com/SurajBhar/masterarbeit_sb

Studienarbeit repository

Repo: https://github.com/SurajBhar/studienarbeit_repository


🧰 Tech I use often

Python β€’ SQL β€’ C++ β€’ JavaScript
PyTorch β€’ Ray β€’ scikit-learn β€’ HuggingFace β€’ TensorFlow β€’ Keras β€’ OpenCV
NumPy β€’ Pandas β€’ Polars β€’ PySpark β€’ SciPy β€’ Matplotlib β€’ Seaborn β€’ SHAP
AutoGen β€’ LangChain β€’ LangGraph β€’ MCP Servers
FastAPI β€’ Flask β€’ Docker β€’ Kubernetes
Azure β€’ AWS β€’ Azure AI Foundry β€’ Azure ML β€’ AzureDevOps β€’ Terraform β€’ KubeFlow
Linux β€’ Bash β€’ Git β€’ GitHub Actions β€’ GitLab CI β€’ BitBucket β€’ Jira


πŸ“ˆ GitHub stats


🀝 Let’s connect

If you're hiring for Data Scientist / AI Engineer roles (Germany/EU), I’d love to connect.

Pinned Loading

  1. moviesentiment moviesentiment Public

    End to End Movie Sentiment Predictor Microservice using AWS and Github Actions

    Python 2

  2. studienarbeit_repository studienarbeit_repository Public

    YOLO-Based Real-Time Object Detection for Autonomous Driving in CARLA

    Jupyter Notebook 9 1

  3. masterarbeit_sb masterarbeit_sb Public

    Improved Driver Distraction Detection Using Self-Supervised Learning

    Jupyter Notebook 1

  4. hrprediction hrprediction Public

    Hotel Reservation Cancellation Prediction

    Jupyter Notebook 5

  5. bayesian_opt bayesian_opt Public

    This repository implements a Bayesian Optimization workflow for hyperparameter tuning using the Ray Tune framework and ConfigSpace for configuration management.

    Python 2

  6. augmix augmix Public

    Forked from google-research/augmix

    AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

    Python 1