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Shagasresthaa/README.md

Greetings, I'm Sresthaa!

I'm a Master's Student currently pursuing my Degree in the field of Computer Science at Western Michigan University. My focus on the core study is varied in various fields with the common target being the application of said skills in InterDisciplinary Fields. My primary areas of study are in Low Level Systems Design, Embedded Systems, Artificial Intelligence Applications and High Performance Computing. I have worked across various fields from AI applications in Astronomy to On Prem Administration as a part of my University Developer Club to Full Stack Development and DevOps with Enterprise Systems of Oracle and AWS. I'm always excited to learn more about interdisciplinary applications of Computer Science and put said skills to use by challenging myself in various ways by means of projects or employment or academic contexts. Wanna connect with me? Do drop a Follow or Connection Request on LinkedIn or even drop an Email! Cheers!

Featured Projects

Exoplanet Detection using Multimodel Neural Networks

An early attempt to classify if a light curve could be an exoplanetary transit candidate. A major revamp is planned.
View Repository

Astronomical Objects Classifier using CNNs and Multimodal Techniques

Classifies galaxies, stars, and quasars using SDSS data and convolutional neural networks.
View Repository

IoT-based Weather Monitoring System (Legacy)

A weather monitoring system with ESP32 and a Python Flask REST API, accessible via a dashboard.
View Repository

GPU Accelerated Computational Fluid Dynamics (CUDA Implementation of Advection Diffusion Solver)

A CUDA implementation for a Advection Diffusion solver for CFD (Computational Fluid Dynamics) simulations in order to study effects of sequential vs parallel, the benefits of parallelization, bottlenecks, etc. View Repository

Portfolio Website

A complete rebuild of my personal site currently based on T3 Stack and is Feature Complete although actively maintained for patches and UI/UX enhancements!.

Publications

Automated Rock Facies Characterization from Drill Core Imagery Using Unsupervised Feature Discovery and Supervised Learning (Pending Publication)

Current Projects

ORBITS Library

A C++ library to simulate and research orbital mechanics for N-body problems.
View Repository

Work Experience

Role Company Duration
Head Lead Dev (Systems Community) WMU Developer Club (RSO) Mar 2025 - May 2026
Lead Dev (Web Community) WMU Developer Club (RSO) Mar 2025 - May 2026
Assistant Systems Engineer Tata Consultancy Services Dec 2021 - Nov 2023
Python Developer Intern Skillbanc Inc Aug 2020 - Jan 2021
Python/ML Intern I Assist Innovation Labs Mar 2020 - Aug 2020
Game Developer Intern CoreGlobal IT May 2019 - Jun 2019

Skills and Tools

Languages Frameworks Databases Cloud Platforms Hardware
C, C++, Java, JavaScript, TypeScript, Python, Go, Bash Django, Flask, AngularJS, Vue.js, React, Spring Boot, PyTorch PostgreSQL, Oracle, MySQL AWS, Oracle Cloud (OCI) ESP32/ESP8266, STM32, Arduino, Raspberry Pi

Top Langs

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  1. AstronomicalObjectsClassifier AstronomicalObjectsClassifier Public

    This project aims to classify astronomical objects using data from the Sloan Digital Sky Survey (SDSS) and Convolutional Neural Networks (CNN). It leverages python and popular machine learning libr…

    Jupyter Notebook 3 2

  2. ExoplanetDetectionNetwork ExoplanetDetectionNetwork Public

    Python

  3. IoT-based-Weather-Monitoring-System IoT-based-Weather-Monitoring-System Public

    A simple weather monitoring system using ESP32 using a custom Python Flask REST API to manage data. This information can be accessed via the python-flask dashboard.

    Java

  4. personal-ebuild-repository personal-ebuild-repository Public

    My personal ebuild reposotiry for the sole purpose of automating the manual compilation steps i do regularly for software either no longer updated on Gentoo Tree or never was on overlays

    Shell