Aditya Sridhar

Systems

Projects

Systems built end to end. Each card opens something to try: a demo, a simulator or a walk-through of how it decides. The numbers come from each project's own evaluation.

6 projects

  • 2026 · team project

    BlindAssist

    An offline camera that tells a visually impaired user what is in the way, and stays quiet otherwise.

    100%direction accuracy, reviewed announcements

    YOLOv8 × 2 · Android · 21 ms/frame on GPU

    Runs in your browserCode

  • 2026 · team project

    Amazon ML Challenge 2026: entity resolution

    Match 10 million business records from three sources to their real-world entity, including a country with no training data.

    696rank of 89,000+

    macro F0.5 0.9839 · 10M+ records

    Interactive walk-throughCode

  • 2026

    Offline voice assistant

    Speech in, speech out, with nothing leaving the laptop.

    ~1.3 sto the first spoken word

    Whisper · Llama 3.2 3B · Piper · offline

    Interactive replayCode

  • 2026 · team project

    Rare-disease protein impact explorer

    Winner, Best Project Award at Code for Life (VIT, Feb 2026).

    Best ProjectCode for Life, VIT

    AlphaFold · AlphaMissense · UniProt

    Live dataCode

  • 2026

    Smart operator assistant

    Live safety monitoring for excavator operators: four scikit-learn models, alert rules, and in-browser drowsiness and person detection.

    3 minoverheat warning horizon

    FastAPI · React · 4 ML models

    Interactive simulatorCode

  • 2025

    Credit card fraud detection

    A supervised random forest for known patterns and an isolation forest for rare ones, with thresholds tuned for false positives on heavily imbalanced data.

    0.954PR-AUC on unseen months

    556k test transactions · random forest vs isolation forest

    InteractiveCode

More repositories

7 repositories

2026

Aurelia Antlers

A jewellery catalogue of turnable digital twins, and try-on through your own camera using 468 face landmarks. Runs entirely in the browser.

  • MediaPipe
  • JavaScript
  • Cloudflare Workers

LiveCode

2026

Finance AI platform

Fraud, credit-risk and spending-profile models behind one FastAPI service, with a local-LLM agent interface on top.

  • FastAPI
  • Streamlit
  • scikit-learn
  • Ollama

Code

2026

Shorts automation engine

One pipeline, several channels: topic, script, voice, visuals, captions, assembly and a human review step before anything is published.

  • Python
  • ffmpeg
  • LLM

Code

2026

Nifty 50 breakout scanner

Watches previous-day high and low breakouts with pullbacks and sends Telegram alerts with entry, stop and position size.

  • Python
  • yfinance
  • Streamlit
  • Telegram

Code

2026

SMS budget tracker

Parses bank SMS into transactions, categorises them and tracks budgets.

  • Streamlit
  • SQLite
  • Plotly

Code

2024

MNIST under 5k parameters

4,994 parameters, 99.45% test accuracy, with CI tests that enforce the architecture rules. The predecessor of the small CNN in the model zoo.

  • PyTorch
  • GitHub Actions

Code

2024

First neural network

Forward and backward propagation from first principles. Where it started; the NumPy MLP in the zoo is its rewrite.

  • Python

Code