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  • 23:56 (UTC -12:00)

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icecold009/README.md

Shaurya Saria

Student builder in Bengaluru working across machine learning, AI-assisted products, full-stack apps, audio processing, and open-source engineering.

I care about reproducible evaluation, honest documentation, and shipping useful software.

Focus: Machine learning · AI products · Full-stack apps · Data systems · Open source

Email      LinkedIn      Portfolio website

Current work

Project Description Stack
IceCold Sprint AI-assisted study sprint planner for students preparing under time pressure. Core source workflow validated; public release synchronization remains separate. React, Vite, Fireworks AI
Token Smart Router Routes simple prompts locally and sends complex reasoning tasks to Fireworks AI. React, Vite, Express
Shaurya Portfolio Personal portfolio and project archive for work, writing, and tools. React, Tailwind CSS, Vercel

Selected projects

Project Description Stack
F1 Championship Forecasting Leakage-safe walk-forward evaluation of pre-season championship forecasts. Python, pandas, scikit-learn
StadiumPulse AI Operations dashboard for simulated stadium telemetry, grounded alerts, and recommendations. TypeScript, AI workflows, dashboards
NextSound Music discovery app with demo mode and optional Spotify API search. React, TypeScript, Vite
Car Price Predictor Regression pipeline comparing models and supporting batch and single predictions. Python, pandas, scikit-learn
Audio Recognition DIY Shazam-style app using spectral analysis and audio fingerprinting. Python, Flask, React
Movie & TV Tracker Watchlist and recommender built around TMDB, PostgreSQL, and Supabase. Flask, PostgreSQL, Supabase
CAIE Past Paper AI PDF parsing and Gemini-assisted analysis for recurring exam patterns. Python, pdfplumber, Gemini, Streamlit
Face Attendance System Local webcam face recognition and attendance workflow. Python, OpenCV, Flask

See the portfolio for the wider project archive.

Open source and learning

Project Description Stack
Node.js UTF-8 fast paths Open draft contribution adding UTF-8 aliases to fs fast paths with regression tests and benchmarks. C++, Node.js internals
Code Racer Community multiplayer coding game for real-time programming challenges. Next.js, TypeScript, Tailwind, Prisma
Codeforces Grind Ongoing algorithm and competitive-programming practice. Algorithms, data structures
TIL: Today I Learned Running log of CS concepts, algorithms, system design, and lessons from building. Markdown, CS theory
Open Source Practice Interactive workflows for learning GitHub contributions. Git, GitHub, pull requests

Contribution activity

Animated purple snake across my GitHub contribution grid

Skills

Languages
Programming languages

Frameworks and libraries
Frameworks and libraries

Data and cloud
Databases and cloud

Tools
Software and tools

Profile refreshed in August 2026.

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  1. Audio-Recognition Audio-Recognition Public

    A Python DIY Shazam clone that records audio via mic or file, runs FFT analysis to visualise frequency spectrum, and identifies songs using RapidAPI. Returning the title, artist, and album art as o…

    Python 1

  2. f1-championship-prediction f1-championship-prediction Public

    A data science project applying ML and modelling to predict F1 Championship outcomes. Utilises historical race data, driver standings, and constructor performance metrics to generate evidence-based…

    Python 1

  3. face-attendance-opencv-python face-attendance-opencv-python Public

    A fully offline, real-time face recognition attendance system built with Python, OpenCV, and Flask. Detects and identifies registered faces via live webcam feed, automatically marks attendance, and…

    Python 1

  4. movie-tracker movie-tracker Public

    A full-stack movie and series tracking web application powered by the TMDB API. Browse, search, and manage your personal watchlist with rich metadata including ratings, genres, and release info, al…

    Python