Open to Work

Saranya
Madala

CS grad student at UNT building AI systems, full-stack apps, and cloud-native platforms. Graduating May 2026 — looking for my next great team.

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3.88

GPA

Projects

Certifications

1st

Hackathon

Saranya Madala

MS CS · UNT 2026

AI / ML Full-Stack MCP Dev Cloud RAG

open_to_work

Dev.to Medium

about

Who I Am

I'm a Computer Science graduate student at the University of North Texas, graduating May 2026 with a 3.88 GPA. I specialise in full-stack development, AI systems, and cloud infrastructure.

I've built cloud-native SaaS platforms, agentic AI tools with MCP integration, distributed observability systems, and data pipelines processing millions of records. I care about writing clean, maintainable code that actually ships.

Outside of engineering, I led Microsoft certification programmes for 575+ students at my undergraduate institution — an experience that sharpened how I communicate complex ideas and collaborate across teams.

DegreeMS CS, UNT (May 2026)

LocationDenton / Dallas, Texas

Emailmadalasaranya2002@gmail.com

LanguagesEnglish, Telugu

InterestsPhotography, Cooking, AI Research

StatusOpen to Work ●

skills

What I Work With

Languages

PythonJavaScript TypeScriptJava SQLHTML / CSS

Frontend

React.jsNext.js AngularReact Native Tailwind CSSBootstrap

Backend & APIs

Node.jsFastAPI DjangoFlask Express.jsMCP LangChain

Databases

PostgreSQLMongoDB MySQLChromaDB RedisDynamoDB

Cloud & DevOps

AWS EC2S3 CloudFrontLambda DockerCI/CDNginx

AI & ML

PyTorchScikit-learn Hugging FaceOpenAI API GroqPandas / NumPy

experience

Where I've Worked

Apr 2024 – Jul 2024

Hyderabad, India

AIML Engineering Intern

BIST Technologies

Developed Python-based backend services and RESTful APIs for AI-powered web applications using Flask/FastAPI, optimizing data retrieval workflows through efficient data structures and reducing retrieval overhead by 40% while decreasing defect resolution cycles by 35%.
Collaborated with cross-functional engineering and product teams to design and implement user-centric AI features, translating business requirements into scalable technical solutions and consistently delivering project milestones within tight timelines.

Aug 2023 – Nov 2023

Hyderabad, India

Data Engineering Intern

BlackBucks

Engineered scalable Python ETL pipelines and optimized SQL-based data transformation workflows to process 1M+ records, implementing automated validation checks that improved data accuracy to 99% and reduced manual verification efforts by 30%.
Designed interactive Tableau and Power BI dashboards to communicate business insights to non-technical stakeholders, increasing data-driven decision-making adoption by 40% across leadership teams.

education

Academic Background

Aug 2024 – May 2026

Denton, TX

MS in Computer & Information Sciences

University of North Texas

⭐ GPA 3.73

Focus on software engineering, AI/ML, deep learning, and big data analysis.

2020 – 2024

India

Bachelor of Technology in Computer Science — AI/ML Specialisation

NRI Institute of Technology

🎓 First Class Distinction

projects

Things I've Built

01LIVE

EduPath AI

Production RAG pipeline for personalised learning pathways. Achieves 0.96 retrieval confidence using LangChain + LlamaIndex with Cohere reranking and Groq Llama 3.3-70B. Streams real-time responses via Kafka, deployed on DigitalOcean with React/Vite on AWS S3 + CloudFront.

LangChainLlamaIndexPinecone FastAPIGroqKafka RedisAWS

GitHub Live

02LIVE

Spectr.io

Agentic LLM system design reviewer. Hybrid rule engine scores architectures across 8 dimensions. Features an agentic loop that re-scores revised specs. Exposes 4 MCP tools to Claude Desktop.

ReactFastAPIGroq/Llama MCPAWS EC2CloudFront

GitHub Live

03LIVE

Zume — AI Resume Platform

Cloud-native SaaS for AI-powered resume building. Full-stack with RESTful APIs, CI/CD on DigitalOcean, Stripe billing integration, and 40% frontend performance improvement. 200+ active users.

Node.jsTypeScriptPostgreSQL MongoDBStripeOpenAI API

GitHub Live

04LIVE

TraceSense

Distributed observability tool with SBERT embeddings and ChromaDB for intelligent log correlation. Hybrid scoring pipeline reduces MTTR from 45+ min to under 2 min. Deployed on Hugging Face Spaces + Vercel.

PythonSBERTChromaDB FastAPIHugging FaceVercel

GitHub Live

05🏆 WINNER

SafePath

Accessibility-focused navigation MVP that won 1st Place at GrandInnoHack 2025. Helps users with mobility challenges navigate spaces safely and efficiently. Led end-to-end development from ideation to working demo within the hackathon timeframe.

ReactNode.jsGoogle Translate API

GitHub Demo

06COMPLETE

Traffic Accident Severity Estimator

Multimodal Vision Transformer + DistilBERT pipeline trained on 2.8M+ accident records. Achieves 0.99 macro F1 using transfer learning, data augmentation, and ViT-B/16 architecture.

PyTorchViT-B/16DistilBERT PythonScikit-learn

GitHub

07COMPLETE

Indoor Sports Booking System

Full-stack web app for streamlining indoor sports facility management. Dual-role system with an admin dashboard for managing slots, users, and facilities, and a user dashboard for real-time slot availability and booking. Features secure session-based auth with role validation and Django messages for flash alerts.

DjangoPythonMySQL BootstrapJavaScriptGitHub

GitHub

08PUBLISHED

Multiple Disease Prediction System

ML web app predicting heart disease, Parkinson's, and diabetes from patient data using trained scikit-learn models. Clean Streamlit interface makes results easy to interpret. Accompanied by a research publication.

PythonScikit-learn StreamlitPandas

GitHub

data work

Dashboards & Analytics

Alongside engineering, I build data dashboards with Power BI and Python — turning raw datasets into clear, actionable insights.

BlackBucks Logistics Analytics Dashboard

Power BI · 4 Pages

Built during my internship — analysing 99K shipments, $20.58M revenue, and 3,095 partners across KPI tracking, shipment trends, delivery analysis, and cargo/payment breakdowns.

Power BIDAX Data ModellingLogistics Analytics

📊

KPI Cards

Revenue, shipments, partners

📈

Shipment Performance

Monthly trend & volume

🚚

Delivery Analysis

On-time vs delay rate

💳

Cargo & Payments

Category breakdown

Sales Analytics Dashboards

Power BI · 4 Dashboards

Executive KPIs, customer & employee insights, geographic analysis, and correlation patterns across sales data. Built for coursework with real-world DAX modelling.

Power BIDAX Geo MappingCorrelation Analysis

📊

👥

🗺️

Sales by city & country

🔍

Correlation Patterns