Summary
Overview
Work History
Education
Skills
Hobbies and Interests
Websites
Accomplishments
Timeline
Generic

Shivam Pandey

Bengaluru

Summary

Creating product-defining experience and impacts, by diving deep into data, and bringing in modern AI systems from research papers to production systems.

Overview

4
4
years of professional experience

Work History

Senior Data Science Associate

JP Morgan Chase
Bengaluru
09.2024 - Current
  • Build the DEVGPT ecosystem for developers across JPMC to enable GENAI-driven development and the ability to build UIs and backends using internal frameworks and libraries under the umbrella of RAG approaches (Architectural changes in retrieval and rerank), integrated agentic orchestration, and the internal MCP marketplace, to reduce the effective development time by 65%.
  • Build Deep Research for Wealth Management, matching and integrating data using hybrid search from different data sources without unique id, and building prospecting profile and recommendation based on previous history, resulting in 57% uplift in prospecting and 28% in conversion

Data Scientist

PhonePe Pvt. Ltd.
09.2022 - 09.2024
  • Designed and implemented an advanced ML-driven app search system for Indus App Store, harnessing the capabilities of Encoder Transformers. This comprehensive system incorporates both retrieval and reranking components, leading to a remarkable 280% enhancement in search relevancy compared to the previous BM25-based text search.
  • Designed and implemented Multilingual (Indic Languages) search for IndusAppstore, using realtime translation and transliteration with region based search relevancy, thereby increasing CTR and Conversions by 50% and 40% respectively.
  • Developed Recommendation Models using Deep learning based architectures for Campaign Targeting(AppStore) and PhonePe Rewards, resulting in 37% growth in revenue
  • Developed Onboarding Intelligence Engine to onboard new app developers to fasten the onboarding, flagging the developers for uploading text and images which doesn't align with guidelines, reducing the time by 85% from the existing manual approach

Jr. Data Scientist

Claim Genius India Pvt. Ltd.
02.2022 - 08.2022
  • Worked in Object Detection Detection and Segmentation team, developing models for part detection of different sizes in different categories of Car, worked with 2 stage detectors, result in increased the overall FScore of Model by 22%
  • Worked on car damages, using single shot detectors, belonging to YOLO family, result in increasing the overall coverage of damages by 12%
  • Worked with computer vision and geometric algorithms to improve the polygon boundaries of Segmentation models, result in visually better Segmentation boundaries and covering corner scratches

Associate Data Scientist

Kratin LLC
04.2021 - 02.2022
  • Lead team in design and development of Analytical Dashboard for Hospice Management and Patient Care, making the visibility more
  • Developed deep learning algorithm for predicting immediate(3 to 7 days) risk of death of patient with an accuracy of 88 percent
  • Predicting daily number of admission, deaths, and requirement of workforce accordingly in hospice
  • Building NER classifier to classify, tag and building pathway for patient care
  • Predicting whether hospice eligibility of patient
  • Evaluation metrics and point of profit generation from business perspective

Education

B.E - Computer Science

Government College of Engineering
Nagpur
11.2020

Skills

  • Python
  • LLM
  • GenAI
  • NLP
  • C
  • React
  • PyTorch
  • Search
  • Computer Vision
  • FastAPI
  • Node JS
  • ELK Stack

Hobbies and Interests

DeepLearning, Calculus, Algebra, Generative Models, Statistics

Accomplishments

  • Reached Final Stage of EYRC-2019 (09/2018 - 03/2019) EYRC is a robotics competition held by E-Yantra Labs IIT-Bombay. The task contains machine learning and robotics. The source code of Machine learning is available on github.
  • Published content with Dr. Latesh Bhagat in E-yantra Content developement in Histogram Processing Under E-Yantra Content Development completed tutorials and problem development in Histogram Processing
  • Gold Medal in National Mathematics Olympiad National Mathematics Olympiad Gold Medal with 91% Score
  • Top 5% in Project Euler Projecteuler.net is a global competition of challenging problems of computer science
  • Hackerrank 5 star in Hackerrank DS & Algo, Python and C++

Timeline

Senior Data Science Associate

JP Morgan Chase
09.2024 - Current

Data Scientist

PhonePe Pvt. Ltd.
09.2022 - 09.2024

Jr. Data Scientist

Claim Genius India Pvt. Ltd.
02.2022 - 08.2022

Associate Data Scientist

Kratin LLC
04.2021 - 02.2022

B.E - Computer Science

Government College of Engineering

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Shivam Pandey