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ad8thya/README.md

Hi πŸ‘‹, I'm Adithya

🧠 Applied AI & Product-Focused Engineering β€’ 🌍 Tools for Accessibility & Public Good

🧩 About Me

  • βœ‹ Developed a bidirectional sign-language translator using CNNs, gesture tracking, and TTS synthesis; converts sign-language gestures to speech, and translates spoken speech to sign language with the help of computer vision & generative AI.
  • 🧾 Built an OCR β†’ preprocessing β†’ transformer pipeline that simplifies legal text for low-literacy users by offering regional language translation, lawful advice, and two-factor authentication to ensure user privacy & security.
  • πŸ’³ Developed RentCredit, a React/Firebase-based fintech platform with role-specific dashboards, Firebase Auth, Firestore-backed landlord–tenant management, and a structured rent-streak analytics pipeline.
  • πŸ”¬ Co-authored a MediaEval 2025 study investigating model bias and generalization challenges in synthetic image detection using DenseNet-based classifiers and U-Net segmentation models.
  • πŸ› οΈ Enjoy working end-to-end β€” data, modeling, evaluation, interfaces, and deployment.

πŸš€ Featured Projects

  • πŸ”¬ MediaEval 2025 β€” Synthetic Image Detection β€” Repo Link β€” Bias & generalization analysis using DenseNet + U-Net.
  • πŸ“„ OCR Legal Document Explainer β€” Repo Link β€” OCR + transformers to turn dense legal text into simple summaries.
  • πŸ’³ RentCredit (Fintech) β€” Repo Link β€” Rent-based credit building with role dashboards & secure Firebase auth.
  • πŸ’¬ Encrypted Chat App (coming soon) β€” WebSocket messaging with room support & end-to-end encryption.
  • ☁️ Micro Cloud APIs (coming soon) β€” Lightweight ML utilities deployed on serverless cloud.

πŸ› οΈ Tools & Technologies


Python

C

Java

PyTorch

TensorFlow

OpenCV

Mediapipe

React

Vite

Firebase

Node.js

Git

Linux

LaTeX

🌱 Currently Working On

Encrypted chat app β€’ Cloud micro APIs β€’ Repo clean-up

πŸ“« Connect With Me

LinkedIn β€’ Email


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  1. mediaEval mediaEval Public

    Forked from Amudhan-A/mediaEval

    Python

  2. rentcredit rentcredit Public

    A repository showcasing my fintech project, RentCredit. It aims to help build users' credit scores.

    JavaScript