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kiahcodes/README.md

Hi, I'm Kiah Mandaliya 👋

Portfolio LinkedIn Email

Skills

ML & LLMs vLLM, Ollama, FP8 inference, RAG, scikit-learn Optimization Google OR-Tools, OSRM, route planning Mobile & CV Google ML Kit, OCR, TTS/STT

Experience

AI/ML Intern — Bonrix Software Systems · Jun–Jul 2026 Built a multi-user LLM assistant on Qwen2.5-7B-Instruct with a 128K-token context window and shared file context up to 300 KB. Deployed long-context inference on cloud GPUs with FP8 to cut memory usage.

Software Development Intern — ScaleTech · Jun 2025 Built a truck-routing platform using K-Means clustering, OSRM, and OR-Tools. Generated optimized two-truck routes across 50 delivery locations in Ahmedabad.

Projects

Project Stack
ContextGPT — long-context LLM assistant ReactJS, FastAPI, vLLM, Qwen2.5 repo
LabelLens — voice-driven label reader Flutter, ML Kit, Groq, TTS/STT repo
CareerLens — RAG job-matching tool Python, FastAPI, PostgreSQL, Ollama repo
Truck Routing — logistics optimizer ReactJS, FastAPI, OR-Tools, OSRM repo

Other

🥈 Finalist, Innovate Bharat Hackathon 2026  ·  💡 Top 50, Smart India Hackathon 2025  ·  📈 Stage 1, WorldQuant IQC 2026

Pinned Loading

  1. TruckRouting TruckRouting Public

    Truck Routes Optimization

    JavaScript

  2. CareerLens CareerLens Public

    HTML

  3. ContextGPT ContextGPT Public

    TypeScript

  4. IR_RGB IR_RGB Public

    Python