Ruchita Potamsetti

“I like hard problems, clean solutions, and the occasional rabbit hole.”

About

I build things. I break things. I figure out why. Repeat.

I'mthekindofengineerwhogetsgenuinelycuriousaboutwhysomethingworks,notjustthatitworks.Ilikesittingattheedgeofaproblemlongenoughtounderstanditproperlybeforejumpingintosolutions.I'veworkedacrossenoughdomainsandtechstackstoknowthatthetoolschange,thethinkingdoesn't.

July 2026

Software Engineer

January 2026

Software Engineer Intern

July 2025

Graduate Student Assistant

February 2023

Software Engineer

November 2020

Web Development Intern

Software Engineer| Intersect Healthcare Systems Inc.

July 2026 - Present

Built a FHIR R6 DeviceAssociation API (FastAPI, MongoDB) that links remote-monitoring devices to patients so readings are attributed correctly, with 4 endpoints, all 8 standard search parameters, and role-based access.
Built the repository’s first test suite (176 cases), which caught all 6 bugs injected in a mutation check.

Software Engineer Intern| SunLab, University of Florida College of Medicine

January 2026 - April 2026

Designed and implemented an interactive ROI (Region of Interest) selection module in the SAMI pipeline using Dash, enabling researchers to focus downstream analysis (pathways, biomarkers) on targeted spatial regions instead of full datasets.
Improved exploratory analysis efficiency by introducing lasso-based spatial selection with dual visualization modes: Cluster View and Molecule Heatmap View, allowing users to isolate specific clusters or molecular intensity patterns with minimal manual effort.

Graduate Student Assistant| SunLab, University of Florida College of Medicine

July 2025 - December 2025

SAMI Project: Prototyped a multi-agent LLM pipeline (Planner–Executor–Evaluator architecture) using GPT-4o and LangChain to autonomously generate, execute, and refine code for multi-step biological data analysis (normalization, clustering, integration, visualization).
Automated MFA Project: Validated and adapted an external 13C metabolic flux analysis (MFA) algorithm to UF datasets, running large-scale computations on HiPerGator using SLURM scripts; optimized workflows for sensitivity analysis and experimental data visualization.
Gained hands-on experience in agentic AI architectures, large-scale biological data processing, and high-performance computing (HPC) for biomedical applications.

Software Engineer| Ness Digital Engineering Pvt.Ltd.

February 2023 - August 2024

Worked in a scrum team to develop major components towards the migration of Pearson Test Prep, by learning new frameworks- Material UI, and Next.js.
Modularized exam navigation and progress-tracking system, reducing codebase by 300 lines and enhancing code reuse by 20%.
Conducted code reviews and resolved an average of 20 critical issues weekly, significantly improving product performance and ensuring timely delivery of stable software releases.
Received 3 spot awards for demonstrating exceptional proficiency and collaboration with cross-functional teams.

Web Development Intern| Kids Galaxy Pvt. Ltd.

November 2020 - January 2021

Offered key insights into the conceptualization and design of the Learning Management System (LMS).
Defined distinct components and their corresponding functionalities within the LMS architecture.
Collaborated on integrating LMS front-end and back-end functionalities using the Django REST framework.

Skills

Technical depth across the stack

I have never met a layer of the stack I wasn't at least a little curious about. Frontend, backend, databases, infrastructure; I don't have a strong preference for where I work, just a strong preference for doing it well.

Frontend Development

Next.js

React

Tailwind CSS

Material UI

TypeScript

HTML

CSS

Backend Development

C++

Python

Java

Node.js

Supabase

Prisma

PostgreSQL

MongoDB

Redis

Cloud and DevOps

Git

CI/CD

Docker

Apache Kafka

Kubernetes

AWS

Tools and Technologies

VS Code

Vercel

Vite

Streamlit

Projects

Building useful, human-centered tools

I build best when a problem genuinely bothers me. These are the projects where that was definitely the case.

StreamRank

A real-time movie recommendation engine that streams user click events through Apache Kafka, ranks personalized suggestions using collaborative filtering, and serves results from a Redis cache. Features a live Streamlit UI with genre filtering and per-user watch analytics.

Python
Apache Kafka
Redis
scikit-learn
Streamlit
Docker

GitHub ↗

Bean Journal (In Progress)

A full-stack coffee logging app where users track coffees they've tried and browse recipes to recreate drinks at home. Features custom design system with unique typography and color palette.

Next.js
TypeScript
Supabase
Prisma
Tailwind CSS

GitHub ↗Live ↗

Portfolio

A single page application that shows my skills and projects.

Next.js
TypeScript
Tailwind CSS
GSAP
Three.js
Vercel

GitHub ↗Live ↗

MediConnect

An AI triage platform with Eva, a conversational agent that mimics real nurse assessments using voice input and Gemini API. Features a Smart Queue for real-time doctor-patient matching.

React
Gemini API
Speech Recognition

GitHub ↗Live ↗

Expensio

A web-based expense tracker that allows users to add, update, and delete expenses with automatic total calculation. Uses Entity Framework Core with in-memory database for lightweight data storage.

ASP.NET MVC
C#
Entity Framework Core
Bootstrap

GitHub ↗

Todo App

A Todo App created using React + Chakra + Golang. Using MongoDB as the database. Hosted using Railways.

React
Chakra
Golang
MongoDB
Tanstack Query

GitHub ↗

Multi-Tool Research Agent

An intelligent agent that processes uploaded research papers to extract content, classify domain, summarize findings, retrieve related works, and suggest novel research directions.

Python
Spacy
Groq
PyMuPDF
Streamlit

GitHub ↗Live ↗

Let’s work together.

Have a project in mind? Let’s build something amazing together.

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