Deep Dutta
@deepdutta
Machine Learning Engineer at Justdial
Bengaluru, Karnataka
Machine Learning Engineer with experience in Research, ML System Design, Development, Testing, Deployment. Experienced in writing codes and algorithms as well as building complex neural networks from scratch through various frameworks. Possess an unbridled passion for machine learning with comprehensive knowledge of state-of-the-art research in Computer Vision and NLP. Also bringing strong programming skills and knowledge of advanced mathematical concepts, statistics.
Experience
Machine Learning Engineer
Justdial
Built a Visual Search Engine that enables user to search by images to get similar products on Justdial Shopping Platforms. Built an end-to-end system that digitize a restaurant menu by extracting and structuring text data. Built an end-to-end system that performs scene text recognition in Indian scripts from images, translates into English and structures it as per business requirements. Created Fraud detection systems that flags every fraud image and video uploaded on Justdial platforms, reducing fraud by 97%.
Research Assistant
Indian Statistical Institute
Developed system for Spine Segmentation from CT Scan images for automatic diagnosis of Lower Back Pain. Developed a Novel transformer-based-architecture for Computer Vision based on Novel Attention Block, which outperforms other state of the art transformer-based-architectures like ViT, DeiT on CIFAR-10 and CIFAR-100 datasets on image classification.
Education
University of Kalyani
Integrated MS in Statistics
Statistics
Selected classes included Design of Experiments, Testing of Hypothesis, Sampling Distributions, Multivariate Data Analysis, Advanced Data Analytics, Operation Research, Decision Theory, Econometrics, Computer Programming, etc.