About

Rithesh Ravikumar is an experienced AI/ML Engineer with a demonstrated history of working in the FinTech industry. He brings significant practical experience in deep learning, machine learning, predictive modeling, image processing, and data visualization. Currently, he is working as a Consultant at Intellect Design Arena Ltd, where he has built an optimal NER model to extract relevant entities from insurance emails and store them in JSON. He has also implemented Detectron Object Detection technique to detect entities on Indian National IDs and utilized tesseract OCR to read the text from the detected objects. Rithesh has incorporated image pre-processing techniques and Connected Component Analysis using OpenCV to segment and mask the digits of Indian Aadhar number. He has trained a LayoutLM transformer model to extract features from US based utility bills having different data patterns. Additionally, he has utilized Jaccard and Cosine similarity techniques to classify legal documents based on the input keywords. Previously, Rithesh worked as a Senior Engineer at Ucal Fuel Systems Ltd, where he designed and developed a 24-1 pip pseudo encoder to measure engine speed from ECU samples. He also addressed problem reports and tracked the entire process through to completion. He has also worked as a Project Engineer at Ohl Industrial USA, Inc., where he performed quantity take-offs for roadway earthwork using Business Center software and coordinated with the team for quantity takeoffs on rails using Bluebeam software. Rithesh holds a Master's degree in Electrical and Electronics Engineering from the University of Texas at Dallas and a Bachelor's degree in Electrical and Electronics Engineering from Anna University. He possesses a wide range of technical skills, including ML, OpenCV, NLP, SQL, Object detection, AI, Image Processing, Python, Computer Vision, Object Detection, Deep Learning, Pytorch, AWS, Jupyter, XGBoost, CNN, Scikit, product manager, Tensorflow, Pandas, MongoDB, and Jenkins. With over 6 years of relevant experience, Rithesh is a valuable asset to any team.