Hrithick Sen

Data Scientist

Kolkata, West Bengal, India4 yrs 2 mos experience

Most Likely To Switch

Key Highlights

Expert in NLP and multimodal models.
Led successful OCR and DocumentAI projects.
Strong foundation in machine learning and deep learning.

Stackforce AI infers this person is a Machine Learning Specialist with a focus on NLP and Computer Vision in the SaaS industry.

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Skills

Core Skills

Natural Language Processing (nlp)Multimodal ModelsDeep Learning

Other Skills

Google Cloud Platform (GCP)Pytorch lightningPython (Programming Language)T5TensorFlowMachine LearningTransformersBERTYOLOPyTorchDockerObject DetectionKnowledge GraphsTensorflow LiteHuggingface

About

With nearly 3 years of experience in machine learning, I specialize in NLP, computer vision and multimodal models. My focus has been on solving challenging business problems in document AI using multimodal models (pix2struct, LayoutLM series, Donut), along with solving NLP problems leveraging BERT, T5 etc (mostly transformers). Holding a Bachelor of Technology in Electronics, I am driven by a passion in Machine learning and AI.

Experience

Ford motor company

Data Scientist

Jul 2024 – Present · 1 yr 9 mos · Chennai · Hybrid

Working on NLP, Language Models

Google Cloud Platform (GCP)Natural Language Processing (NLP)

Ogma conceptions

Data Scientist

Jun 2022 – Jun 2024 · 2 yrs · Greater Kolkata Area · Remote

Successfully led and deployed an efficient OCR system on Mobile to extract meaningful information from US driving licenses, reducing time for manual verification by ~71% and improving the trucking business's comprehensibility.
Developed a layout invariant, OCR-free DocumentAI system, achieving an impressive 95% performance metrics score in extracting data from both handwritten and printed documents. This led to a ~91% reduction in cost and time dedicated to the manual verification of trucking tickets. Surpassed the previous system, negating retraining requirements, thereby enhancing performance and efficiency for processing unseen truck tickets

Multimodal modelsPytorch lightning

Openstream.ai

Data Scientist

Jan 2022 – Jun 2022 · 5 mos · Bengaluru, Karnataka, India

worked extensively on Knowledge Graph, Elastic Search and Natural language understanding using Transformers. Wrote a system that can turn simple text into cypher code/ Elastic Search query to load/Query data from a knowledge graph.

Python (Programming Language)T5Natural Language Processing (NLP)

Kesowa

Machine Learning Engineer Intern

Apr 2021 – Jan 2022 · 9 mos · Kolkata, West Bengal, India

Performed SOTA object detection techniques on very large aerial images, then transformed predictions to geospatial vector data format.
Improved the latency of the previously deployed deep learning computer vision models.
Developed state-of-the-art object detection algorithms to generate business value. The proposed algorithm improved the overall performance metric score (MAP) by a significant amount.
Developed a Face Recognition system.

TensorFlowDeep Learning