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Dharmendra-05/README.md

Hi there, I'm Dharmendra Pradhan πŸ‘‹

M.Sc. AI & Data Science @ ABV–IIITM Gwalior | Deep Learning Β· NLP Β· Probabilistic ML

I build applied machine learning systems β€” from RAG pipelines over vector embeddings to research-grade data analysis in Python. My background is rooted in physics, and I care about grounding models in real evidence rather than hype.

  • πŸŽ“ M.Sc. AI & Data Science β€” ABV–IIITM Gwalior (in progress)
  • πŸŽ“ B.Sc. Physics Honours β€” Sri Sri University, Cuttak (Rank 1)
  • πŸ”¬ Research β€” Gamma-ray spectroscopy (VECC, Kolkata) & nanomaterials
  • 🧠 Focus β€” Deep Learning, NLP, Probabilistic ML, RAG, Ensemble Learning

πŸ”­ Currently Working On

Building an AI campus assistant for IIITM Gwalior β€” a RAG-based model that knows everything about the campus to help students navigate it. We are scraping data from the official website and the brochure, generating vector embeddings, and exploring ensemble learning on top of the retrieval layer.

Team: Dharmendra Pradhan Β· Srinjan Sanyal Β· Ajay Choudhary

Alongside this, I'm focused on machine learning projects and open-source contributions on GitHub.


πŸ”¬ Research & Academic Work

Gamma-Ray Spectroscopy β€” VECC, Kolkata

Summer internship (May–July 2025) at the Variable Energy Cyclotron Centre, focused on the characterization of detectors for gamma-ray spectroscopy, with primary work on indium isotopes. Extensive data analysis, detector calibration, and Python-based processing. The work was well received following my presentation.

πŸ“„ Report Repository Β· PDF

Dissertation β€” Bismuth Oxy-Telluride Nanostructures

Final-semester undergraduate dissertation for the degree of B.Sc. Physics Honours β€” a critical review of bismuth oxy-telluride nanomaterials and their nanostructures.

πŸ“„ PDF

Seminar β€” Quantum Harmonic Oscillator

Researched and delivered a seminar on the Quantum Harmonic Oscillator.


πŸ… Certifications & Badges

  • πŸš€ NASA Open Science β€” Badge & Certification
  • πŸ“ˆ MATLAB Onramp β€” Course & Certification
  • πŸ•ΉοΈ Google Arcade β€” Community Badge
  • πŸ€– NVIDIA Developer β€” Badge
  • πŸ› οΈ Google Android Studio β€” Canaries & Quail Badges

πŸ”— Full credential collection on Credly


πŸ’» Tech Stack

Category Tools
Languages Python, C, C++, MATLAB
AI / ML Deep Learning, NLP, Probabilistic ML, RAG, Vector Embeddings, Ensemble Learning
Data & Environments Kali Linux, Ubuntu, Windows
Infrastructure Docker, VirtualBox, XAMPP
Hardware Arduino, LED strip prototyping
Tools Git, GitHub, Rufus, Ventoy
Academic LaTeX

πŸ› οΈ Projects

  • Code Diary β€” A desktop note-taking app built and published for Windows and Linux. ambryonic.app
  • IIITM Campus AI β€” RAG-based campus navigation assistant (in progress)
  • Telegram Bots β€” Automation stack deployed via Docker + OpenClaw on Kali Linux with the Gemini API
  • Research Analysis Notebooks β€” Python analysis for detector characterization

πŸ“« Let's Connect

LinkedIn GitHub Instagram Devfolio ORCID Hack2Skill Credly


⭐️ Always open to discussing physics, AI, financial markets, or a good novel!

Pinned Loading

  1. qiskit-optimization-lab qiskit-optimization-lab Public

    Reproducible Qiskit optimization project for Qiskit Fall Fest 2026, with classical baselines, experiments, and technical documentation.

    Jupyter Notebook 3

  2. Split-Wiz Split-Wiz Public

    ⚑ Zero-code expense-splitting & exact-paise debt settlement web app built with Gemini 3.8 Flash for IIT Bombay Techfest Zonals @ SAU.

    JavaScript 3

  3. Quantum-CLI Quantum-CLI Public

    Terminal-first, AI-integrated computational physics engine. Simulates Quantum Harmonic Oscillator wavefunctions and non-perturbative QCD KSS viscosity bounds with Rich UI & LaTeX export.

    Python 3

  4. Origin Origin Public

    Origin is an autonomous AI agent ecosystem combining a production-grade RAG engine with verifiable source attribution, an agent micro-kernel for tool-augmented decision loops, and an ML provenance …

    Python 3

  5. Hand-Digit-Recognition Hand-Digit-Recognition Public

    Handwritten digit recognition pipeline and Jupyter Notebook comparing ML classifiers (SVM, MLP, KNN, Random Forest) on Scikit-Learn Digits & UCI PenDigits datasets with >99% accuracy.

    Jupyter Notebook 3

  6. brave/brave-browser brave/brave-browser Public

    Brave browser for Android, iOS, Linux, macOS, Windows.

    23.9k 3.2k