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Navneethd8/README.md

Hey, I'm Navneeth

Data Science + Economics @ UW Seattle · graduating June 2027 Building at the intersection of ML, systems, and things that actually ship.


What I'm Working On

  • IsoCourt — AI-native badminton coach using CNN-LSTM + Gemini. Real-time stroke recognition, pose estimation, and coaching feedback from raw video.
  • Eat Together — Leading a team of 18 to build a community platform connecting people over meals (550+ users, React Native + GCP)
  • SWECC Labs — Mentoring 35+ students in open-source development across 38+ repos

Experience

Role Where Impact
Data Science Intern FlyDubai Flight delay models on 600k+ rows (R²≈0.80), 30% sentiment accuracy boost via prompt engineering on Amazon Bedrock
Director Eat Together Shipped recommendation systems, reduced code review time 20%, scaled to 550+ users
Software Engineer SWECC Led Labs division, improved job search workflows for 2000+ engineers

Stack

Languages: Python · Java · JavaScript · SQL · R · HTML/CSS ML/DS: Scikit-learn · TensorFlow · XGBoost · LightGBM · Pandas · NumPy · GeoPandas Web: React · Node.js · Svelte · React Native Cloud/Tools: AWS (Lambda, S3, EC2, Amplify) · GCP · Firebase · Docker · Azure DevOps


Selected Projects

IsoCourt — CNN-LSTM + Gemini coaching platform for badminton. ResNet-50 feature extraction, MediaPipe pose estimation, sliding window pipeline. repo · live

DataMed — Healthcare cost modeling on 1.2M records. Optuna hyperparameter tuning. 3rd place — DubsTech Datathon (Best ML Model). repo

Macro Scope — IMF macroeconomic analysis on 400k+ records. XGBoost + grid search CV reduced RMSE by 20%. repo

NCAA Basketball Analysis — 20 years of data (300k+ rows), found 25% correlation between free throws and tournament wins. repo


Let's Connect

LinkedIn · Portfolio · Email


_Open to Data Science / Data Engineering / SWE internships and new grad ro

Pinned Loading

  1. swecc-uw/swecc-email-scraper swecc-uw/swecc-email-scraper Public

    Python 1 5

  2. AdamSkog/Datathon-DataMed AdamSkog/Datathon-DataMed Public

    Jupyter Notebook 1

  3. eat-together-team/eat-together eat-together-team/eat-together Public

    A human-centered platform connecting you to friendly individuals nearby to share a meal!

    JavaScript 3 1

  4. IsoCourt IsoCourt Public

    The next generation AI Native Badminton Coach

    Python

  5. datathon26 datathon26 Public

    HTML 1

  6. Portfolio Portfolio Public

    My collection of projects

    TypeScript