Geetha Kolla

Integrated M.Tech Software Engineering student · Aspiring ML / Data Science Engineer

Rajahmundry, Andhra Pradesh, India

@kolla_geetha

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🎓 Integrated M.Tech in Software Engineering at Vellore Institute of Technology · Graduating 2027

About

Final-year Integrated M.Tech Software Engineering student at VIT Amaravathi with hands-on experience in AI/ML projects spanning NLP, computer vision, and deep learning. Comfortable with the end-to-end machine learning pipeline from data preparation and model training to evaluation and deployment.

Experience

Python Developer Intern

CodSoft

Oct 2024 – Dec 2024

Completed 5 Python-based mini projects; applied problem-solving and algorithmic thinking to real-world tasks; implemented clean, modular code using core concepts like data structures, control flow, and functions; debugged and optimized existing scripts to improve reliability and readability under mentor feedback.

Education

2027

Integrated M.Tech in Software Engineering

Vellore Institute of Technology

Software Engineering · Aug 2022 – Jun 2027

Software Engineering · Aug 2022 – Jun 2027
2022

Class 12

Bhashyam Junior College

Science · Jun 2020 – Apr 2022

Science · Jun 2020 – Apr 2022
2020

Class 10

St Paul’s Public School

Apr 2020 – Apr 2020

Apr 2020 – Apr 2020

Skills

3 to 6 months

Python

<3 months

SQL Oop Java SDLC NumPy Pandas OpenCV LangChain scikit-learn Data Analysis Deep Learning Data Cleaning Computer Vision Design Patterns Machine Learning Agile Methodology Data Visualization Feature Engineering Large Language Models Natural Language Processing Retrieval Augmentation Generation

Tools / apps / platforms

<3 months

Git MySQL GitHub VS Code ChromaDB Jupyter Notebook

Projects

Ocean Pollution Detection System

Python, TensorFlow, Deep Learning, Computer Vision

Deep learning image classification model to detect and categorize ocean pollution types from satellite and sensor imagery with augmentation, class balancing, and hyperparameter tuning.
Drowsiness Detection System

Python, OpenCV, Computer Vision, dlib

Real-time driver drowsiness detection system using facial landmark analysis and Eye Aspect Ratio calculation with frame-by-frame video processing and threshold-based alerts.
QueryChat – Conversational RAG System

Python, LangChain, ChromaDB, NLP, LLMs

Interactive AI chatbot using Retrieval-Augmented Generation to query college and university policy documents; uses ChromaDB vector similarity search and a LangChain pipeline for ingestion, chunking, embedding, indexing, and context-aware responses.

Courses & certifications

Data Science Basics · Certified
Python Programming · Certified
Machine Learning Fundamentals · Certified

⚽ Extracurricular activities

Student Activity

Maintained academic performance while leading project-based learning as an Integrated M.Tech student.
Independent AI/ML Projects

Developed 3 independent projects spanning NLP, Computer Vision, and Deep Learning, demonstrating initiative and technical ownership.

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