HEY, I AM

A Full Stack Developer & Data Analyst skilled in React, Next.js, PostgreSQL, and Python — building modern web apps and turning data into insights.

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About Me

I love turning data into stories that drive smart decisions. Whether it's building AI-powered solutions or developing full-stack applications, I get excited about finding patterns and presenting them in clear, actionable ways. I enjoy solving problems with AI, data, and modern web technologies, bringing intelligent solutions to life.

Education: BS in Computer Information Systems, University of Texas at Dallas (May 2026)

Skills: Python, Machine Learning, OpenAI/LLMs, FastAPI, SQL, Next.js, TypeScript, PostgreSQL

Manas Ayyalaraju

Work Experience

AI-Powered Resume Tailor

AI Engineer · Fall 2025 · Remote

Next.js · TypeScript · FastAPI

AI-powered platform that automatically customizes resumes for specific job descriptions using GPT-4o-mini, maximizing ATS compatibility and improving interview success rates. Built intelligent domain detection across 4+ industries with generative optimization pipelines, achieving 40% keyword recall improvement and 30-35% ATS match alignment boost.

Next.jsTypeScriptFastAPIOpenAI GPT-4o-miniLaTeX
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Personal Finance Health Predictor

Data Scientist / ML Engineer · Fall 2025 · Remote

Python · FastAPI · XGBoost

Enterprise-grade machine learning system demonstrating the complete data science lifecycle from raw data exploration through production deployment. Built three predictive models for credit risk assessment, fraud detection, and customer segmentation, processing 285,000+ financial records.

PythonFastAPIXGBoostLightGBMScikit-learn
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NBA Schedule Analysis System

Analyst · Fall 2025 · Remote

Python · Pandas · Matplotlib

Comprehensive data analysis system examining NBA scheduling patterns across multiple seasons to evaluate game density, rest days, and back-to-back sequences. Developed 10+ statistical models and visualizations providing clear insights into scheduling effects on team performance and player health.

PythonPandasMatplotlibSeaborn
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Real Estate Investment Portal

Intern · Nov 2024 – Present · Frisco, TX

Next.js · TypeScript · PostgreSQL

Designed and implemented a responsive full-stack platform using Next.js, TypeScript, HTML5, CSS, and PostgreSQL, ensuring secure, scalable, and optimized data solutions. Developed and launched a real estate investment portal connecting investors with land development sponsors, enabling seamless project evaluation and funding opportunities.

Next.jsTypeScriptPostgreSQL
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