Sujit K.
Lead Data Scientist and Data Science Manager
Experience
Oct 2021 - Present
4 years 3 monthsBengaluru, India
Lead Data Scientist and Data Science Manager
LineSlip Solutions
- Led a team of data scientists in developing solutions for extracting information from insurance documents using a multi-modal architecture combining transformers and OCR.
- Built scalable, low-latency inference systems leveraging MLOps, Docker, AWS and Azure.
- Successfully built a pipeline using a custom insurance LLM model that increased efficiency for insurance analysts by 80%.
- Spearheaded the development of a general insurance model, achieving 90% accuracy across multiple lines of business through extensive data analysis and error correction.
- Built a system using retrieval-augmented generation and LLM agents to help insurance brokers and risk managers query their exhaustive knowledge base.
- Finetuned an open source LLM using in-house data for a new product.
- Provided hands-on technical guidance in NLP and OCR solution development, conducting code reviews and making architecture decisions.
- Collaborated with product managers and engineering leaders to align technical developments with business strategies and ensure robust product enhancements.
Jan 2021 - Oct 2021
10 monthsBengaluru, India
Lead NLP Data Scientist
London Stock Exchange Group
- Directed a team of four scientists in developing a summarization API for earning call transcripts, improving processing efficiency by 40% through custom feature engineering and error analysis.
- Spearheaded a project for foreign exchange trading, enabling traders to trade using conversational systems.
- Partnered with technology and business leaders and strategic clients to explore business partnering opportunities.
- Recruited and mentored a multi-disciplinary team of data scientists and engineers, fostering a collaborative environment to drive product success.
Nov 2018 - Jan 2021
2 years 3 monthsBengaluru, India
Senior Data Scientist
Reliance JIO
- Led the development of an AI-driven diagnostic tool for medical professionals, significantly reducing manual data gathering through automated data mining and question-answering techniques.
- Designed a conversational system for a tool called AI Doctor, enhancing patient interaction with data-driven decision support.
Nov 2017 - Oct 2018
1 yearBengaluru, India
AI Developer
Active.ai
- Pioneered conversational bots for financial institutions, improving customer service through advanced NER tagging and intent detection algorithms and increasing customer acquisition and engagement rate by 40%.
Jul 2017 - Nov 2017
5 monthsBengaluru, India
R&D Engineer
LG Soft
- Developed an Android app for classifying incoming messages using machine learning models, with an enhanced data collection process through crowdsourcing and automatic labeling.
May 2015 - Jun 2017
2 years 2 monthsBengaluru, India
R&D Engineer
Accenture
- Played a key role in developing the Accenture Cognitive Engine, enabling rapid model development and deployment across business units.
- Built a custom NER tagger for a healthcare client and a document search system to enhance information retrieval for healthcare professionals.
- Won the ACE (Accenture Celebrates Excellence) award for continuous dedication and delivery.
Oct 2012 - Apr 2015
2 years 7 monthsHyderabad, India
Professional Programmer Analyst
DXC India (formerly CSC India)
- Contributed to the development and maintenance of healthcare applications, improving service delivery through technology solutions.
- Won a global white paper presentation award for ideating and implementing Java Web Start for a healthcare client, eliminating dependencies on installation tools and reducing costs.
Summary
Lead Data Scientist and Data Science Manager As a dynamic AI/ML Engineer with 12 years of experience, I have honed my skills in architecting and deploying sophisticated AI solutions. My expertise lies in optimizing large language models and building retrieval-augmented generation pipelines to provide scalable, low-latency inference systems. I leverage MLOps, Docker, and cloud technologies like AWS and Azure to create impactful AI applications.
Languages
English
AdvancedEducation
May 2008 - Jun 2012
Biju Pattnaik University of Technology
Bachelor of Technology · Rourkela, India
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