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lemme cook
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lemme cook

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walterwhite91/README.md

🙏 About Me

I'm a Computer Science undergraduate passionate about building intelligent software systems that combine Artificial Intelligence, backend engineering, and scalable infrastructure.

Currently interested in:

  • Large Language Models (LLMs)
  • Retrieval-Augmented Generation (RAG)
  • AI Agents & Automation
  • Backend Architecture
  • Linux & Self-hosted Infrastructure
  • Open Source

Current Focus

Building:
  - Lumos
  - SANKAT
  - HelixDB
  - SkillOpt

Learning:
  - Distributed Systems
  - AI Infrastructure
  - High Performance Databases

Interested In:
  - Search Systems
  - ML Systems
  - Open Source

Tech Stack

Languages

Frameworks

Databases

Infrastructure


AI / Machine Learning Expertise

Domain Proficiency Details
Large Language Models Advanced LLM applications, inference workflows, model integration
Retrieval-Augmented Generation Advanced Vector retrieval, context pipelines, knowledge systems
Model Fine-Tuning Intermediate QLoRA, PEFT, adapter-based optimization
AI Agents Intermediate Automated workflows and intelligent orchestration
NLP Systems Intermediate Text processing and semantic retrieval
Computer Vision Intermediate OCR and document understanding pipelines
Speech AI Intermediate Speech-to-text system exploration
AI Infrastructure Intermediate Local deployment and optimization

🚀 Featured Projects

Lumos

Hybrid AI platform integrating local LLMs, RAG, OCR, voice pipelines, and intelligent routing.

Stack: Python • FastAPI • RAG • LLMs


SANKAT

Offline-first emergency response and disaster management platform with ML-assisted credibility assessment.

Stack: Python • React • FastAPI • Scikit-Learn


Ask-M

AI-powered academic assistant using retrieval pipelines, Gemma, and QLoRA.

Stack: FastAPI • MongoDB • Supabase • Gemma


KDE Nepali Localization

Contributing Nepali translations to KDE to improve accessibility for native speakers.


GitHub Analytics


Contribution Graph


Contribution Snake


Open to Collaborate

  • AI Engineering
  • Backend Development
  • Open Source
  • Linux Infrastructure
  • Research Projects

"Building software that is practical, scalable, and accessible."

⭐ If you like my work, consider following or collaborating on one of my projects.

Pinned Loading

  1. portfolio_os portfolio_os Public

    An advanced, dual-interface developer portfolio system.

    TypeScript

  2. kuosc2005/git_and_github_workshop kuosc2005/git_and_github_workshop Public

    git_and_github_workshop

    HTML 46 179