Giridharan Chandrababu

Translated complex business challenges into statistical hypotheses, developing and researching machine learning and deep learning models for risk management, specifically in claim financials and indemnity benefits. Derived actionable insights from model predictions and analyzed worker compensation claims data to support profitable actions, while also integrating machine learning solutions into pro

Developed RESTful APIs using FastAPI and Pydantic for real-time data retrieval and batch processing, and designed Retrieval-Augmented Generation (RAG) pipelines for AI-powered search solutions. Integrated LangChain and optimized OpenAI APIs through prompt engineering, while automating ETL pipelines for vector databases and building machine learning workflows including OCR-based document extraction

Built scalable, automated data pipelines and ETL processes on GCP and AWS for ingesting and transforming data, supporting machine learning models and analytics. Designed and deployed content and user-based recommendation systems, and implemented MLOps using Kubeflow and Vertex AI Pipelines for streamlined model development and deployment. Architected real-time streaming pipelines and created data

Developed a machine learning application for document classification using NLP techniques and supervised models like Random Forest and SVM. Utilized K-means clustering for document organization and built an OpenCV and deep learning model for automatic identity document classification. Designed and maintained ETL pipelines from DMS to Elasticsearch, and created a 360-degree document reporting dashb

Designed and developed a text recommendation system using Keras and natural language processing (NLP) to enhance user engagement and content discovery. Created a nudity detection system employing advanced image processing and deep learning algorithms for accurate classification and real-time image analysis. Contributed to the full project lifecycle, including unit testing, functional reviews, and

Completed a Master of Technology degree at Anna University - MIT Campus, Chennai, from 2016 to 2018. Focused on advanced technological studies.

Obtained a Bachelor of Technology degree from St. Peter's College of Engineering, Chennai, between 2012 and 2016. Gained foundational knowledge in engineering principles.