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Achievement: YOLOAchievement: QuickdrawAchievement: Pull Sharkx3Achievement: Arctic Code Vault Contributor
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eshaanrathi2/README.md

About

  • Currently developing software for large scale information retrieval with RAG and LLMs
  • Previously,
    • Built backend software and ML systems at YC startups and product companies
    • Worked in Deep Learning and High Performance Computing
  • Interested in AI/ML Systems, Networks (Distributed Computing and Security), Cloud Infrastructure and Analytics at scale

Projects

Work on Deep Learning and benchmarking computing devices

Objective was to build an universally accessible AI system for Realtime Sign Language Recognition. For example the above image represents "friend" in Indian Sign Language. If the system could understand this and convert it into text, it would help hearing and speech impaired people to communicate their their thoughts better. I left the project midway after graduation. Though we manage to present our findings in a research paper, presented in INDICON (IEEE conference).

Collection of projects in Cloud Infrastructure

Topics include Virtualization, Containerization, Serverless Computing, Software Defined Networking

Path finding algorithms in AI

assets/n-puzzle.png

Database Engine

assets/fusion-db.png

Image Generation with GAN

SocialX: Social Network Graphs

Other Projects:

  • Twitter bot to make searching for medicines easier for people. Helped hundreds of people in Covid peak.

Pinned

  1. Fusion-DB Fusion-DB Public

    Time and Space efficient Database Engine

    C++

  2. Futurama Futurama Public

    Pathfinding with A* Search

    C++

  3. SocialX SocialX Public

    Structured relationships between humans and real life entities through graphs, generating amazing results that can solve pressing problems in IT, social media, healthcare etc.

    Python

  4. anoopshivayogi/NewsNexus anoopshivayogi/NewsNexus Public

    NewsNexus is

    JavaScript 1

  5. calvin-dani/Peer-2-Peer-Network-less-mobile-communication calvin-dani/Peer-2-Peer-Network-less-mobile-communication Public

    C++ 1

  6. Generative-AI-Anime Generative-AI-Anime Public

    Python