Hello,
This is Sree Vardhan Reddy, I'm a Software Engineer & Data Scientist.

A final-year Computer Science student at the Indian Institute of Information Technology Kottayam, passionate about developing intelligent solutions and leveraging data to solve real-world problems.

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About Me

Sree Vardhan Reddy

I am a Computer Science student with a strong foundation in software engineering and data science. I am experienced in building full-stack applications, developing and deploying machine learning models, and utilizing a wide range of technologies to create practical solutions.

My journey in technology is driven by a passion for problem-solving and a desire to build meaningful products. I have hands-on experience with the entire development lifecycle, from data ingestion and modeling, to deployment and maintenance.

I am always eager to learn new technologies and methodologies to improve my skill set and tackle complex challenges. I have a strong interest in AI, particularly in the fields of Natural Language Processing and Computer Vision.

Experience

1+ Years

Projects Completed

20+

Experience

Software Engineer Intern

AlgoUniversity

June 2025 - Present
Remote
  • Built an AI-powered web scraper in Python to extract coding problems and generate topic tags.
  • Developed and deployed a full-stack online coding platform with a custom compiler using Docker on AWS EC2.
  • Mentored 60+ students in Django and full-stack development.
  • Integrated resume-to-job matching using NLP to enhance job relevance on a career guidance platform.

Data Analyst Intern

University of Massachusetts

October 2024 - January 2025
Remote
  • Conducted data-driven program evaluation by analyzing 100+ survey responses.
  • Applied t-tests and ANOVA for statistical analysis, improving accuracy by 25%.
  • Used Google Sheets for organizing, analyzing, and visualizing data through 10+ interactive charts.
  • Implemented Python preprocessing scripts to extract insights from 50+ responses.

Data Science Intern

NIT Trichy

June 2024 - October 2024
Tiruchirapalli, Tamil Nadu
  • Developed an Insider Threat Detection model using NLP and machine learning, achieving 98% accuracy.
  • Built a text preprocessing pipeline with NLTK & SpaCy for 2M+ records, improving data quality by 30%.
  • Engineered Word2Vec embeddings to enhance semantic analysis.
  • Applied machine learning techniques to analyze numerical data from 2M+ records to extract key insights.

Skills & Technologies

Languages

JavaScript
C++
Python
HTML
CSS
Kotlin
SQL

Frameworks & Libraries

React
Next.js
Node.js
Express
Django
FastAPI
Flask

Machine Learning

TensorFlow
PyTorch
Scikit-learn
Keras
XGBoost
LightGBM

Data Science

NumPy
Pandas
Matplotlib
Seaborn
Plotly
Jupyter

AI & Deep Learning

Computer Vision
OpenCV
NLP
NLTK
spaCy
Transformers
RAG

Databases

PostgreSQL
MongoDB
Redis
SQLite3

Cloud & DevOps

AWS
Vercel
Docker
GitHub Actions
Render

Featured Projects

Here are some of my recent projects that showcase my skills and passion for creating innovative solutions.

Intelligent RAG Agent

Intelligent RAG Agent

Architected a multi-source RAG system to answer natural language queries from PDFs, websites, and raw text. Automated CI/CD (GitHub Actions) to AWS EC2 using Docker, cutting manual deployment effort by 90%. Built a ReAct agent (LangChain) with dynamic tool use through a RAG pipeline and live web API integration.

PythonFlaskLangChainDockerAWSGitHub Actions
Underwater Fish Disease Detection

Underwater Fish Disease Detection

Built a Vision Transformer-based model to detect fish diseases from underwater videos with 90% accuracy, using OpenCV for fish region detection.

PythonComputer VisionPyTorchOpenCV
Smart AI Job Matcher

Smart AI Job Matcher

Created an AI-powered skill-matching system to rank job descriptions based on resume similarity, deployed with Vercel and Render.

PythonFlaskNLPReactVercelRender
BookBridge: Book Exchange Platform

BookBridge: Book Exchange Platform

Designed and led the development of a book exchange platform with real-time chat using Django and SQL, integrating the Google Books API.

PythonDjangoHTMLCSSSQLGoogle Books API
GuardianPulse: Family Location Insights

GuardianPulse: Family Location Insights

Developed a secure, real-time location-sharing mobile app for families using Kotlin, Google Login, and Firebase.

KotlinFirebaseGoogle Maps API

Achievements

LeetCode Rating

Secured a rating of 2,036 (top 2.14%) on LeetCode, showcasing strong algorithmic problem-solving skills.

IICPC Contest Rank

Ranked 565 among over 47,000 global participants in the prestigious IICPC contest.

CodeChef Rating

Earned a 4-star rating (max: 1827) on CodeChef through consistent participation in weekly contests.

Project Lead

Led a team of 6 in a Python project to successfully complete the online book exchanging system 'BookBridge'.

Let's Connect

I'm always interested in new opportunities and collaborations. Feel free to reach out!

Get in Touch

itssreevardhan@gmail.com