yash@portfolio:~$

Software Engineer / Machine Learning Engineer

GitHub
Quick fact
M.S. + B.S. Computer Science
Quick fact
3 Full-Stack Projects Shipped
Quick fact
Production-Grade ML, Not Notebooks
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About Me

I am a Computer Science graduate with an M.S. and hands-on experience building full-stack applications, machine learning systems, and distributed data pipelines. I work with Python, Java, JavaScript, React, FastAPI, PostgreSQL, and AWS, and I am seeking entry-level Software Engineer or Machine Learning Engineer roles.

Alongside my coursework and projects, I worked as a Student Assistant, Transportation & Parking Services at Binghamton University, managing real-time data across 36 campus parking lots serving 20,800+ students and staff - early, practical experience with operational data and reliability under real usage.

Profile photo of me, Yashwanth Reddy Medapati

Full-Stack Applications

React front ends backed by FastAPI services - designed, built, and shipped end to end, not just prototyped.

Machine Learning Systems

Models trained on real-world data (NHANES health records, resume corpora) and shipped inside production-grade applications, not left in notebooks.

Distributed Data Pipelines

APIs, queues, and databases wired together to collect, process, and analyze data at volume - from social platforms to sensor feeds.

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Featured Projects

Full-stack systems that pair real engineering with real machine learning - each one shipped, not just prototyped.

ML
NutriDent AI
Jul 2026 - Present
Caries and Nutrition Tracking Platform
Code
  • BuiltBuilt a React + FastAPI platform with 10+ modules for food analysis, wellness tracking, and caries-risk assessment.
  • ModelTrained a Random Forest model on 6,400+ NHANES records with 20+ dietary and lifestyle features, reaching about 70% accuracy.
  • ProofIntegrated USDA FoodData Central, Open Food Facts, Google Vision API, and barcode workflows for real-time nutrition analysis.
ReactFastAPIPythonscikit-learnPostgreSQLGoogle Vision API
Demo

Project data

Personal ProjectML workflow

10+

Modules

6,400+

Training records

~70%

Model accuracy

ML
AI Resume Intelligence
Feb 2026 - May 2026
Resume Analysis & Candidate Ranking Platform
Code
  • BuiltBuilt separate candidate and hiring-team workflows for resume analysis, ATS feedback, and candidate ranking.
  • ModelUsed PDF/DOCX parsing, Sentence Transformers, and cosine similarity to compare resumes with job descriptions.
  • ProofValidated ranking behavior with 18 predefined test cases and batch support for up to 50 resumes.
ReactFastAPIPythonSentence TransformersNLP
Demo

Project data

Personal ProjectML workflow

50 resumes

Batch ranking

18/18

Test cases passed

PDF + DOCX

Parsing formats

Multi-Platform Toxicity Analytics
Aug 2025 - Dec 2025
Distributed Toxicity Analytics Across Reddit & 4chan
Code
  • BuiltEngineered a pipeline that processed 2K-9K+ posts per day from Reddit and 4chan into PostgreSQL.
  • ModelCalculated seven Perspective API toxicity metrics per post and visualized 40+ days of data in Plotly Dash.
  • ProofFound 3-4x higher mean toxicity on 4chan than Reddit, with spikes exceeding 0.8 during peak events.
PythonPostgreSQLReddit OAuthGoogle Perspective APIPlotly Dash

Project data

Group Project

2K-9K+

Posts/day processed

7 per post

Toxicity metrics

40+ days

Dataset span

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Skills

Languages
PythonJavaJavaScriptSQLC++C
Frameworks & Libraries
ReactFastAPIPyTorchTensorFlowscikit-learnPandasNumPyOpenCV
Databases, Cloud & Tools
PostgreSQLAWSGitPlotly DashRechartsGoogle Vision API
Concepts
Machine LearningDeep LearningDistributed SystemsREST APIsCI/CD
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Education

Master of Science in Computer Science

Aug 2025 - May 2026

Cybersecurity Track

Binghamton University — Thomas J. Watson College of Engineering and Applied Science, NY

GPA: 3.2/4.0

Bachelor of Science in Computer Science

Aug 2023 - May 2025

Artificial Intelligence (AI) Track

Binghamton University — Thomas J. Watson College of Engineering and Applied Science, NY

GPA: 3.4/4.0

Certifications & Honors

Complete A.I. & Machine Learning, Data Science Bootcamp (ZTM)Expected Aug 2026
BCG X Generative AI Virtual Experience ProgramMay 2026
Dean's List, Binghamton UniversitySpring 2024
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Resume

Download PDF

Full-stack

React, FastAPI, PostgreSQL

ML systems

scikit-learn, NLP, model evaluation

Proof points

3 shipped projects, tested workflows

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Let's Talk

Open to entry-level Software Engineer and Machine Learning Engineer roles. Reach out directly, or send a note below.

Fastest way to reach me

yashwanthreddy.medapati@gmail.com

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Built by me, Yashwanth Reddy Medapati - with Yash watching from the corner.

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Design and built by Yashwanth Reddy Medapati.