Agrim Koundal
Senior Data Scientist
New Delhi
Summary
Hi there! I'm a Senior Data Scientist with over 6 years of experience in a wide range of disciplines across multiple domains solving Data Science problems using ML and NLP Algorithms, currently shaping the digital user experience at Cognizer Inc by providing Conversational AI, NLP, LLMs, and Transformers solutions.
I also have 5 years of experience in a product-based start-up (AI/ML and NLP products).
I like playing around with code and hopefully creating something that makes people smile.
Overview
6
6
years of professional experience
5
5
Certifications
1
1
year of post-secondary education
Work History
Senior Data Scientist
Cognizer Inc.
09.2022 - Current
- Working on Generative and Conversational AI, Natural Language Processing (NLP), Large Language Models (LLMs), Transformers, and Machine Learning for complex terminologies/entities and clauses in contracts that can be found and extracted for contract analysis via an interface that enables conversation with your contracts, i.e., ask any question and get an instant answer
- This can be applied to the analysis, insight, and system enrichment for businesses. Additionally, it enables users to express complex inquiries in plain English regarding their contracts
- Worked on the extraction of various entities from documents, such as clauses, addresses, companies, persons, dates, etc
- Worked on building a Deep Learning model that converts natural free-flow text to SQL queries
Senior Data Scientist
Fractal Analytics
Gurgaon
09.2021 - 09.2022
- Developed Machine Learning Model for Underwriting and Home Risk Scoring Model for a top HNI Insurance Company in the United States and improved the Loss Ratio by 10% Frequency of claims by 12% and other KPIs like severity
- Created an NLP engine that would read and understand the unstructured text to find and extract relevant entities, and also identify the sentiment behind it
- Identified, measured, and recommended improvement strategies for KPIs across business areas
- Tested and validated AI models for accuracy of predictions in outcomes of interest
- Developed intricate AI algorithms based on deep-dive statistical analysis and predictive data modeling
Conversational AI/Data Scientist
Move78 (Monocle Consulting Private Limited)
Delhi
01.2018 - 07.2021
- Being just the 4th employee when I joined this start-up, I build various products and mainly Email-Bot (NLP Engine) from scratch
- Spending almost 4 years in a startup environment I have had full stack experience ranging from solving Data Science problems to building NLP/ML-based Models, Creating REST APIs, and deploying models and applications
- Incorporated Natural Language Processing and Text Classification to understand and translate complex problems into machine learning problems wherein the customer's text was read (unstructured), their intent and motive were predicted/calculated, relevant entities were extracted and a specific response was generated about their requests
- Leveraged neural networks and machine learning algorithms for standalone products and enhance existing product offerings by creating customized applications to make critical predictions, automate reasoning and decisions
- Worked closely with Business Heads and Tech Heads of various clients and got a deep understanding of the BFSI sector
- Created customized applications to make critical predictions, automate reasoning and decisions, and calculate optimization algorithms
Education
Bachelor of Technology - Electronics
Maharaja Agrasen College
Delhi 07.2013 - 2017.07
Executive PGP in Machine Learning & AI - Machine Learning & AI
IIIT Bengaluru
Bengaluru 06.2023 - 06.2024
Skills
Natural Language Processing
undefinedCertification
Machine Learning - Stanford University (Coursera)
Timeline
Executive PGP in Machine Learning & AI - Machine Learning & AI
IIIT Bengaluru
06.2023 - 06.2024
Deploying Machine Learning Models in Production - DeepLearning.AI
11-2022
Senior Data Scientist
Cognizer Inc.
09.2022 - Current
Senior Data Scientist
Fractal Analytics
09.2021 - 09.2022
Deep Learning - IIT Kharagpur (Certificate pending due to current covid situation)
05-2021
Natural Language Processing - Udemy
03-2021
Data Science - IIT Madras
10-2020
Machine Learning - Stanford University (Coursera)
06-2020
Conversational AI/Data Scientist
Move78 (Monocle Consulting Private Limited)
01.2018 - 07.2021
Bachelor of Technology - Electronics
Maharaja Agrasen College
07.2013 - 2017.07
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