Summary
Overview
Work History
Education
Skills
Accomplishments
Awards
Websites
Timeline
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Siddartha Kshirsagar

Siddartha Kshirsagar

Pune

Summary

A senior data scientist with over 10 years of experience in the AI/ML domain, executing data-driven solutions to solve complex business problems. Believes in building models to improve the efficiency of the systems, removing redundancy, and undue human interference.

Overview

10
10
years of professional experience

Work History

Senior Data Scientist

Digitate (A TCS product Division)
Pune
03.2021 - Current
  • Developed a GenAI-powered conversational system for structured and unstructured data, reducing service requests by 23% in six months, and decreasing query turnaround time from days to seconds.
  • Designed a unique (patented) Algorithm of Algorithms (AoA) to facilitate issue extraction from verbose ticket descriptions. It deployed multiple algorithms, such as sentence matching, keyword extraction, and clustering.
  • Increased the issue mining accuracy to 83% and reduced ticket resolution time by about 34%.
  • Designed a model to predict the failure of future events by identifying its correlation with current failed events, with an accuracy ranging from 75% to 89%.
  • Technology: Python, LLM, Agentic AI, NLP, Clustering, Data Mining.

Consultant

Bristlecone
Pune
06.2018 - 02.2021
  • Automated registration and tracking of cars at the entry and exit gates of the factory premises of an automobile manufacturer results in a saving of about 1,000 person-hours per year.
  • Developed a model to predict potential customers from all inquiries. Generated an F1 score of about 78% with 63% confidence in identifying potential customers correctly.
  • Technology: Python, YOLOv4, OCR, Predictive Modeling.

Senior Systems Engineer

Infosys
Pune
05.2015 - 05.2018
  • Handled Java development, troubleshooting of applications, and conducting gap analysis, including validation of needs in conjunction with onsite and offsite teams.

Education

PGP in Data Science and Business Analytics -

Great Lakes/ University of Texas, Austin
03.2022

Bachelor of Engineering - Electronics and Communication

Ramdeobaba College of Engineering And Mangement
Nagpur
05.2015

Skills

  • Python
  • Machine Learning
  • Generative AI
  • Agentic AI
  • Fine-tuning and Transfer Learning
  • Predictive Modelling
  • NLP
  • Time Series Forecasting
  • Data Mining
  • Statistics
  • Text Analytics
  • Computer Vision

Accomplishments

  • IEEE : Resolving the message riddle: A multi-pronged approach to infer trouble ticket (2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA) - Conference Table of Contents | IEEE Xplore)

Awards

Innovation Award for Filing Patent (03/2022 ), Digitate, 

Brilliant Beginner Award (05/2019 - present), Bristlecone

Timeline

Senior Data Scientist

Digitate (A TCS product Division)
03.2021 - Current

Consultant

Bristlecone
06.2018 - 02.2021

Senior Systems Engineer

Infosys
05.2015 - 05.2018

PGP in Data Science and Business Analytics -

Great Lakes/ University of Texas, Austin

Bachelor of Engineering - Electronics and Communication

Ramdeobaba College of Engineering And Mangement

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Siddartha Kshirsagar