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Abhishek Bagati

@abhishekbagati

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Product Head with expertise in AI and battery technologies.

Zimbabwe

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What I'm looking for

I seek a dynamic role in AI or data science, fostering innovation and growth.

I'm a dedicated professional with a dual degree in Electronics and Electrical Communication Engineering from the Indian Institute of Technology Kharagpur. My career has been marked by a commitment to innovation and excellence, particularly in the fields of artificial intelligence and battery technology. As the Product Head at LimeAI, I have successfully developed an LLM-based chatbot for root cause analysis and optimized lab operations, significantly enhancing efficiency.

Previously, as a Data Scientist, I implemented advanced solutions for Battery Management Systems, including a dynamic dashboard for real-time data visualization and innovative algorithms for estimating battery states. My entrepreneurial spirit led me to co-found Airwareness, where I tackled air pollution through technology, developing an Air Quality Index measuring device and a comprehensive data pipeline for forecasting. My diverse experiences have honed my problem-solving skills and adaptability, allowing me to thrive in fast-paced environments.

Experience

Work history, roles, and key accomplishments

Current

Product Head

Current

LimeAI

Apr 2023 - Present (3 years 2 months)

As Product Head, developed an LLM-based chatbot for RCA and SOH predictions, streamlined lab operations, optimized resources, and led the development of fast-charging technology for Li-ion batteries.

LLM Root Cause Analysis

Data Scientist

LimeAI

Nov 2021 - Apr 2023 (1 year 5 months)

As a Data Scientist, implemented FOTA updates for BMS, developed ETL pipelines, designed real-time dashboards, and created SoC and SoH estimation algorithms for battery packs.

FOTA ETL State Of Charge State Of Health

Co-Founder and CTO

Airwareness

Dec 2016 - Dec 2019 (3 years)

Co-founded Airwareness to tackle air pollution, developed an AQI measuring device, and created a data pipeline with machine learning for AQI forecasting.

Air Quality Index Data Pipelines Machine Learning AQI Forecasting Web Development

Intern

Indven Technologies Pvt ltd.

Jun 2016 - Jul 2016 (1 month)

Developed an Intelligent Resume Parser using an NLP pipeline with OpenNLP for entity extraction and advanced word2vec algorithm with deeplearning4j.

NLP OpenNLP Word2Vec Deep Learning

Intern

Pollinate Energy

Jan 2016 - Feb 2016 (1 month)

Conducted research on carbon credits and presented insights for entering the Carbon Emission Trading market, enhancing cultural exchange.

Research Market Analysis Cultural Exchange Presentation Skills

Intern

Selco Labs

Jun 2014 - Jul 2014 (1 month)

Contributed to Metering Solutions and Data-Logging for Solar Mini-Grids, specializing in MSP430 data-logging and developing a low-cost automatic water level controller.

Logging MSP430 Water Level Controller Problem Solving

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology Kharagpur

Dual Degree, Electronics and Electrical Communication Engineering

2011 - 2016

Pursued a Dual Degree in Electronics and Electrical Communication Engineering, focusing on advanced concepts in electronics, communication systems, and engineering principles.