Prajwal Prathiksh

High-Performance Computing • Scientific Computing • AI/ML Systems

Current Focus Advanced studies in computational science

Recent Impact 4.6× runtime optimizations, 200+ docs/min processing

Data Scientist with experience building GenAI and AI/ML systems which are scalable & touchless.
Currently pursuing a MS-CSEM at UT Austin's Oden Institute, focusing on high-performance computing and scientific computing.

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GitHub Activity

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Featured Repositories

High-Performance Computing & Scientific Computing

turbulence-modelling-sph Award-winning Master's thesis on turbulence modeling for SPH	knndbscan Python binding for k-NN DBSCAN clustering algorithm
plasma-dynamics-visualization XPDC output processing with Mayavi	ADCS---Propagator Propagator for closed-loop simulation framework

AI/ML & Data Science

llm_ocr_py Intelligent document processing with OCR + LLMs

Museum-Path-Optimization Route optimization using metaheuristics

Tools & Utilities

battery-zen Go daemon for real-time battery monitoring

BreakTheWall Windows wallpaper customization GUI for Admin-locked systems

git-tutorial Git learning resources and examples

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Education

University of Texas at Austin MS Computational Science, Engineering, and Mathematics 2025-2027*

Indian Institute of Technology Bombay Dual Degree (B.Tech + M.Tech) Aerospace Engineering 2018-2023

Recognition

Best Master's Thesis 2023 CFD Symposium (AeSI)

Rockstar Rookie (AB InBev)

MITACS Globalink Research Award (University of Waterloo)

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Technical Expertise

AI/ML & Data Science PyTorch TensorFlow Scikit-Learn LangChain OCR NLP LLMs Vector DBs

High-Performance Computing OpenMP OpenCL SLURM Cython Numba Async I/O HPC Clusters

Programming Languages Python C/C++ Go Rust MATLAB SQL Bash

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