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MrAshwin2142/README.md

Hey, I'm Ashwin Dhangar 👋

M.Tech in Computational & Data Science @ NIT Karnataka, Surathkal
Building things at the intersection of NLP · Reinforcement Learning · RAG Systems

🧭 What I'm working on

  • 🔬 Code-Mix RAG — Cross-lingual retrieval pipeline for noisy Indian language queries (IndicNLP + Transformers)
  • 🤖 RL-based Data Cleaning — Agent that learns transferable cleaning policies using F1/accuracy as reward signal
  • 📄 Resume Screening System — Semantic matching with Sentence-BERT, outperforms keyword ATS by 35%+

🛠 Tech Stack

Languages: Python · JavaScript · C · SQL
ML/NLP: HuggingFace Transformers · Sentence-BERT · Scikit-learn · SHAP · RAG Pipelines
Backend/Web: Spring Boot · React.js · RESTful APIs · JWT · AWS (EC2, S3)
Tools: Git · Jupyter · MySQL · Linux · VS Code

📌 Featured Projects

[

The Wall of Projects

](https://github.com/MrAshwin2142/The-Wall-of-Projects)

Open-source platform · 65+ projects · 2,200+ users · 50 stars · 72 forks

🏆 Highlights

  • 🎯 GATE 2025 (CSE) — AIR 2678 / 170,000+ candidates (Top 2%)
  • 💻 LeetCode — 800+ problems solved · 200+ day streak
  • 🏛 Class Representative — M.Tech CDS batch, NITK Surathkal
  • 🌐 Open Source Maintainer — 45+ contributors · 230+ commits

📊 GitHub Stats

🤝 Connect

[

LinkedIn

](https://linkedin.com/in/ashwindhangar) [

LeetCode

](https://leetcode.com/ashwinDhangar/) [

Email

](mailto:eng.ashwin01@gmail.com)

Pinned Loading

  1. The-Wall-of-Projects The-Wall-of-Projects Public

    The Wall of Projects is a collaborative platform for showcasing a diverse range of projects, big or small. It's an open canvas for developers to share their work, offering project details, code, an…

    JavaScript 49 71

  2. Automated-resume-screening Automated-resume-screening Public

    Forked from bpragatirao/Automated-resume-screening

    An NLP-powered recruitment automation system that utilizes Transformer-based models (BERT/S-BERT) for semantic resume screening, skill extraction, and automated skill gap analysis.

    Jupyter Notebook

  3. indic-rag indic-rag Public

    Code-mix and transliteration robust RAG pipeline for low-resource Indian language retrieval and multilingual response generation.

  4. rl-data-cleaning rl-data-cleaning Public

    Transferable RL policies for downstream-aware automated data cleaning across diverse tabular datasets.