I’m a Machine Learning Engineer previously at PyImageSearch (2022-2024) and a Google Developer Expert in Machine Learning, based in Kolkata, India. My passion lies in bridging the gap between cutting-edge research and practical applications, specializing in Computer Vision, Deep Learning, and Causal Inference. At PyImageSearch, I’ve consulted for 8+ clients, translating their challenges into effective ML solutions, deploying models ranging from CNNs and RNNs to Transformers for both CV and NLP tasks. I’ve also designed and implemented 5+ end-to-end courses on advanced topics like NeRFs, Transformers, JAX, and Causal Analysis, and contribute regularly to research-oriented content. Prior to PyImageSearch, I developed and deployed a production-ready ML model at Tata Consultancy Services (Feb 2021 - Feb 2022) that improved trailer fill rate by 28% with a <3% error margin. I regularly share my expertise through talks and tutorials as a Machine Learning Research Advocate.

I’m also a visual designer and storyteller (portfolio) and enjoy books and movies in my free time.

Talks

• AI Planet - LLM Bootcamp
• ML Paper Reading Club Coimbatore - ResNets
• Keras Community Day Kolkata - Keras Philosophy
• Keras Community Day Durg - Keras Philosophy
• Keras - The LEGO of Framework
• Decoding DETR - TFUG Mumbai
• A Guide to ML Workflows with JAX - TFUG Kolkata
• Learning JAX in 2023 - JAX’s Power Tools
• Introduction to Neural Radiance Fields - NYTFUG
• A Deep Dive into Transformers - PyImageSearch
• Neural Machine Translation - PyImageSearch
• Introduction to RNNs - PyImageSearch
• Enhancing Image Resolution with GANs - PyImageSearch
• OpenCV and Deep Learning Tutorial - PyImageSearch
• Introduction to Deep Learning - PyImageSearch
• Image Fusion with WOA-PCNN - ICCE 2020
• Causality Analysis of Emotional States from EEG Response - ICCE 2020
• Intro to ML with DSC NSEC

Education

Some of the formal and slightly informal education that I have recieved.

• Graduation - B.Tech Electronics and Instrumentation, Netaji Subhash Engg. College 2016-2020
• High School - Sri Aurobindo Institute of Education, 2014- 2016
• School - Sri Aurbindo Institte of Education, 2009-2014

Certifications

• Fundamentals of Digital Image & Video Processing -Coursera
• Biomedical Image Analysis in Python-DataCamp
• Convolutional Neural Networks for Image Processing-DataCamp
• Deep Learning in Python-DataCamp