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sparsh-karna/README.md
Typing SVG



Third-year CS undergrad building high-performance systems at the intersection of AI, computational chemistry, and scientific computing.


// ACTIVE_PROJECTS

🔬 Hybrid Solvers @ QC-Devs

Contributing to NICE.jl — enhancing chemical equilibrium analysis with hybrid kinetic Monte Carlo solvers in Julia. Combining NonlinearSolve.jl with stochastic simulation algorithms for high-performance reaction network modeling.

Julia Monte Carlo HPC Quantum Chem

📊 AnalyzeX

ML classifier predicting research paper publishability using XGBoost. Extracts 16 features — readability metrics, structural analysis, citation patterns — across 818 academic papers from NeurIPS and other venues.

94.4%

TEST SET ACCURACY

🌐 Bodhini

AI-powered multilingual chatbot breaking communication barriers with RAG-based retrieval, voice-to-text/text-to-speech, and real-time contextual conversations. Built with Flask, MongoDB, Gemini 1.5 Flash, Chroma vector DB, and Sentence Transformers.

Capability Detail
NLU Contextual multi-turn conversations
Speech Voice-to-text & text-to-speech
Search Hybrid semantic RAG retrieval
AI Gemini 1.5 Flash + Sentence Transformers

🔮 MandelbrotSet

Static (36K×36K px) & interactive GPU-accelerated Mandelbrot fractal renderer using OpenGL shaders. Real-time zoom at 60 FPS.

Python + GLSL · 1000 iterations · GPU-accelerated

// TECH_STACK

Domain Technologies
Languages Python · Julia · C++ · JavaScript · TypeScript · SQL
AI / ML XGBoost · Sentence Transformers · Google Generative AI (Gemini)
Web Flask · FastAPI · React · MongoDB · Chroma
Scientific NonlinearSolve.jl · NumPy · OpenGL / GLSL
Tools Git · Linux · Docker


// SYSTEM_TELEMETRY



// REPOSITORIES


// CONNECT

   





© 2025 sparsh-karna · built with curiosity

Pinned Loading

  1. AiQOD-RAG-Code_Blooded AiQOD-RAG-Code_Blooded Public

    TypeScript 1

  2. ingniteX-backend ingniteX-backend Public

    backend for igniteX

    JavaScript

  3. LegalLookup LegalLookup Public

    A legal chatbot

    Python

  4. MandelbrotSet MandelbrotSet Public

    This repo implements the algorithm of Mandelbrot set to create a static as well as a dynamic representation of the set on a complex plane

    Python

  5. MySQL-Database-Creator MySQL-Database-Creator Public

    This script converts a .txt in a tabular form to mysql table

    Python

  6. Portfolium-react Portfolium-react Public

    React version of Portfolium

    JavaScript