Looking for a job

Kolla Geetha

@kollageetha

Message

I build AI/ML applications, from RAG chatbots to real-time computer vision systems.

India

Message

What I'm looking for

I'm seeking a Software Engineering, Machine Learning, or Data Science role where I can build impactful, intelligent solutions and apply end-to-end ML development skills.

I'm building AI/ML applications with Python, including QueryChat, a conversational RAG system for querying university policy documents. Using LangChain and ChromaDB, I created a pipeline for ingestion, chunking, embeddings, vector indexing, and context-aware responses that reduced manual document lookup time by 70%.

I've also developed a real-time driver drowsiness detection system with OpenCV and dlib, reducing false-positive alerts by 30% through EAR threshold calibration and frame smoothing. For ocean pollution monitoring, I trained a TensorFlow image-classification model using augmentation, class balancing, and hyperparameter tuning.

As a Python Developer Intern at CodSoft, I completed five Python projects and improved scripts through debugging and optimization. I'm pursuing an Integrated M.Tech in Software Engineering at VIT Amaravathi and want to build impactful intelligent solutions in software engineering, machine learning, or data science.

Experience

Work history, roles, and key accomplishments

Python Developer Intern

CodSoft

Oct 2024 - Dec 2024 (2 months)

Completed 5 Python-based mini projects, applying problem-solving and algorithmic thinking to real-world tasks. Implemented clean, modular code using core concepts like data structures, control flow, and functions.

Python Data Structures Algorithms Debugging