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Abhijit Mukherjee

@abhijitmukherjee

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Data Scientist specializing in machine learning and predictive modeling.

India

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What I'm looking for

Seeking to apply data-driven strategies to solve business challenges, enhance strategic goals, and improve operational efficiency.

I am a dedicated Data Scientist with a strong background in machine learning and predictive modeling, currently working at Verterim Inc. as a Data Scientist in Risk Analytics. My expertise includes designing custom LLM-based applications and optimizing data extraction using NER and transformer models.

During my time at IIT Kharagpur, I conducted extensive research in machine learning, focusing on real-time cyclone trajectory prediction and developing lightweight deep learning models for climate data analysis. I also mentored interns and assisted in delivering ML and Data Science courses.

My technical proficiency spans Python, Keras, PyTorch, TensorFlow, and various data processing libraries. I have a proven track record in predictive modeling, time series forecasting, and data mining algorithms, aiming to leverage these skills to drive strategic business solutions and operational efficiency.

Experience

Work history, roles, and key accomplishments

Data Scientist - Risk Analytics

Verterim Inc

Sep 2023 - Nov 2024 (1 year 2 months)

Designed custom LLM based applications for AI-driven text analytics, optimized data extraction from unstructured logs using NER and transformer models, and developed predictive models for IT asset risk scoring and fraud detection.

Machine Learning Data Processing NER Risk Scoring Data Mining Python SQL Deep Learning

Data Science Researcher

IIT Kharagpur

Jul 2018 - Apr 2023 (4 years 9 months)

Conducted research on data-driven methods to mitigate damage from extreme weather events, leveraging ML models for real-time cyclone trajectory prediction and authored research papers on new ML models.

Machine Learning Deep Learning Python Granger Causality Mutual Information Shapley Value

Python Developer

Moving Picture Company

Jun 2017 - Jul 2018 (1 year 1 month)

Developed data pipelines for scalable VFX workflows, enhanced services for integrating VFX tools, and administered improvements to the design and architecture of existing pipelines.

Python Data Pipelines Quality Control Keras TensorFlow Pandas Matplotlib

QA Developer / Team Lead

Melissa

Sep 2016 - Feb 2017 (5 months)

Performed regression techniques for parsing street addresses, worked on data quality lifecycle for large-scale contact data, and enhanced performance of various data components.

Data Quality Data Integration ETL Python SQL Version Control Data Enrichment

Senior System Executive

Cognizant Technology Solutions

Dec 2012 - Sep 2014 (1 year 9 months)

Managed scheduler administration tasks, authored design documents, and implemented JIL deployment while preparing scripts and JCL.

Scheduler Administration JIL Deployment Scripting JCL Python Data Integration

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology Kharagpur

Master of Science (Research), Artificial Intelligence

2019 - 2023

Grade: 9.11

Pursuing a Master of Science in Artificial Intelligence, focusing on designing deep learning strategies for time series forecasting

Institute of Engineering and Management

Bachelor of Technology, Electronics and Communication Engineering

2008 - 2012

Completed a Bachelor of Technology in Electronics and Communication Engineering, gaining foundational knowledge in engineering principles and applications.