Lavanya Govindaraju

WORK HISTORY

EDUCATION

ABOUT LAVANYA GOVINDARAJU

With a passion for AI, data science, and machine learning, and data-driven problem-solving, I thrive at the intersection of research and industry applications. My journey spans from cutting-edge AI research to hands-on development of machine learning solutions in computer vision, NLP, and generative AI. Expertise and Skills: AI & ML Development – Building & deploying deep learning models for real-world applications. Generative AI & Prompt Engineering – Working with GPT-4, LLaMA, and Transformer-based models applying Retrieval-Augmented Generation (RAG) techniques using LangChain. Computer Vision & Object Detection – ViTs, Blip-2, Faster R-CNN, and bin-picking automation. MLOps & Data Engineering – Streamlining AI pipelines with Azure, Databricks, and Docker. Software & Web Development – Flask, REST APIs, ReactJS, MySQL, Spring Boot, Git, CI/CD. Key Achievements: Developed a Flask based image captioning app integrating LLMs, RAG & vision models; achieved 90% accuracy boost. Built an ML-driven OCR system for invoice processing, improving accuracy by 60%. Implemented object detection for bin picking, increasing accuracy by 10%. Engineered synthetic data augmentation techniques to boost performance of the computer vision models. Developed scalable APIs and intuitive UIs using Flask, Spring Boot, and ReactJS. Always excited to collaborate, innovate, and solve AI challenges. Let’s connect! Open to AI discussions, projects, and new opportunities!