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itsmepraks/README.md

Prakriti Bista

ML/AI Engineer + UX Designer building intelligent systems at the intersection of machine learning and human-centered design.

Currently building projects focused on building projects on gamification, interactions, and architecting efficient LLM-powered systems.


What I'm Building

const currentFocus = {
  projects: ["DC Interactive Map", "SEAS Search (KG-QA System)"],
  using: ["TypeScript", "Python", "Efficient LLM Architecture"],
  exploring: ["Knowledge Graphs + Multi-hop Reasoning + AI Agents"],
  location: ["Washington, DC, USA"]
};

Tech Stack

AI/ML: Python • PyTorch • Langchain • Hugging Face • Ollama
Frontend: React • TypeScript • Next.js • Tailwind CSS
Backend: Node.js • FastAPI • GraphQL • MongoDB • PostgreSQL
Design: Figma • Adobe Creative Suite • UX Research
Cloud: AWS • Docker • Kubernetes

What I have worked on

AI/ML Engineering

  • Knowledge Graph Question Answering with multi-hop reasoning
  • Earthquake prediction models using seismic data patterns
  • LLM system architecture & optimization

UX Engineering

  • Government agency interfaces (MEAN stack + Python)
  • Digital product design from concept to production
  • 3D printing, VR technology, digital media tooling

Beyond Code

When I'm not engineering, I'm painting, exploring DC, or writing about AI ethics and bridging the digital divide.

📝 Read my thoughts on praks.me/blog


Get in Touch

📧 bista.prakriti1999@gmail.com
🔗 prakritibista.com.npLinkedInDribbble


From Nepal to DC • Building technology that bridges the digital divide

Pinned Loading

  1. earthquake-predictor earthquake-predictor Public

    Python

  2. SEAS_Search SEAS_Search Public

    Jupyter Notebook

  3. DCmap DCmap Public

    An interactive, game-like map application for exploring Washington, D.C. with beautiful visualizations and immersive fly mode.

    TypeScript