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BibeshT-TXST/README.md

Typing SVG


Computer Science Junior at Texas State University · Student Worker @ UL Systems
I build systems at work and train models at home. Currently deep in secure inference and backend architectures.


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What I do

At work, I'm part of the Texas State University Libraries Systems Team. I build full-stack features, write unit and integration tests, set up CI/CD pipelines to university RHEL servers, and add observability metrics in a real production environment.

Outside of work, I focus on inference architectures and backend. Right now I'm drawn to secure inference specifically.

Activity

Commits Projects

Projects

🔬 SightX  ·  Feb 2026 – Present  ·  Repo  ·  Blog

A clinical AI screening tool for diabetic retinopathy: A leading cause of preventable blindness that often shows no symptoms until too late.

  • Trained ResNet-50 via transfer learning to classify retinal fundus images across 5 severity grades
  • End-to-end microservice stack: React → Node.js → FastAPI → PostgreSQL, containerized with Docker
  • Built with a personal reason: diabetes runs in my family

PyTorch ResNet-50 FastAPI React Node.js PostgreSQL Docker Supabase

Texas State University Libraries Systems Team  ·  Dec 2025 – Present  (Internal)

Travel App Project May 2026 - Present(V1 in active Development)

  • Built services from issues the team assigns, if the specs in api-specs.yaml and the controller already exist then I implement the service; 20% of the time nothing exists in the backend, so I communicate with supervisors, update the schema and models, add the new api specs, and build the controller and the services.
  • Connecting a Texas State Azure Blob Storage service to the libraries travel app so staff can view unstructured files in the browser and running + testing the containers in Microsoft Azure.
  • Built fronted components using shadcn, typescript & next.js and and wiring them to the services.
  • Built a Sandbox Backend & Database network using Api docs, Postgres, Typescript, Docker and Postman to test endpoints.

TOPS Asset Management Web App Feb 2026 - Present(V1 Live)(V2 In active Development)

  • Building a production TOPS Asset management web app for Texas State University Libraries, replacing a .exe application using Typescript, Next.js(React), REST APIs(Flask), PostgreSQL, Docker, Postman and Git.
  • Built a JWT cookie header based auth system with Next.js proxy + Argon2 client side hashing and session guards across all route groups.
  • Co-designed a SQL guardrail to patch a data-integrity vulnerability in the existing Backend(Flask) by eliminating duplicate net-ID insertion using parameterized WHERE NOT EXISTS sub-queries.
  • Co-deployed TOPS Asset Management Web App to a TXST Red Hat Enterprise Linux test server via a custom Github Actions CI/CD pipeline with Linters, Dependency Tests, Unit Tests and Integration Tests.

Project GitGud(OnBording Project #2) Dec 2025 - Feb 2025(Completed)

  • Built a Book Inventory management web app using JavaScript, React, REST APIs, PostgreSQL, Docker and Git.
  • Built a JWT session storage based auth system with Argon2 client side hashing and session guards across all route groups.
  • Built a custom 5-column MUI-DataGrid component with inline row editing, debounced search, and batch edit/cancel and its CRUD routes in the backend.
  • Co-deployed the app to a TXST Red Hat Enterprise Linux test server via a custom Github Actions CI/CD pipeline with Dependency Tests and Unit Tests, under guidance of senior developer.

Project Error Pages(OnBording Project #1) Dec 2025 - Jan 2025(Completed)

  • Build 4 resuable error pages from scratch using HTML and CSS(Tailwind & BootStrap)
  • Customized CSS for each screen type mobile, tablet & Laptop so the pages are responsive.
  • Pages deployed to be used by any application under TXST network to replace generic error messages/pages.

TypeScript Next.js Node.js PostgreSQL Docker NGINX GitHub Actions Storybook Vitest Tailwind CSS Radix UI MUI Figma

Stack

Programming Languages

Python Go TypeScript JavaScript Java SQL

Frontend

React Next.js MUI shadcn/ui

Backend

Node.js FastAPI PostgreSQL

Machine Learning

PyTorch scikit-learn Jupyter

DevOps

Docker GitHub Actions NGINX Linux

A bit more

  • Spent ~2 years as a research coach at the university. Helping students find what they need taught me that clear communication is its own kind of skill.
  • Former middle school math tutor. Engineering problems are usually easier (usually).
  • I go back to DSA and first principles often. Understanding code matters more than shipping fast — though both matter.
Atomic Commits > Atomic Habits :P

Pinned Loading

  1. SightX SightX Public

    AI-powered Diabetic Retinopathy detection using ResNet-50, FastAPI, React, Docker and PyTorch. Full stack clinical screening system with Bayesian decision theory and TTA ensemble.

    JavaScript 1

  2. LLM-Gateway LLM-Gateway Public

    A self hosted LLM gateway in GO. It provides routing, redaction, failover, audit logging and caching.

    Go 1

  3. Project_GitGud Project_GitGud Public

    A containerized full-stack web application designed for tracking and managing book inventory. Features a secure user authentication system, interactive data grids with search and filtering, analyti…

    JavaScript 1

  4. neetcode-submissions neetcode-submissions Public

    My NeetCode.io problem submissions

    Python