Summary
Overview
Work History
Education
Skills
Timeline
Hi, I’m

Nitesh Kumar

Data Scientist
Jammu
Nitesh Kumar

Summary

Data Scientist with 2 years of experience. Demonstrated success in leading innovative initiatives, compiling, analyzing and modelling data based models. Proficient in ML algorithms, deep learning techniques, and computer vision applications. Recognized for analytical mindset and ability to drive impactful solutions in challenging environments

Overview

2
years of professional experience
4
years of post-secondary education

Work History

Piramal Capital And Housing Finance

Senior Data Scientist
06.2022 - Current

Job overview

  • Real-Time Document Classification Project:
  • ● Led a team of two in the development of real-time document classification using ResNet architecture and attention mechanisms, resulting in significant cost savings of approximately 25 lakhs per month through optimized document processing workflows.
  • ● Managed large datasets for production, deploying the classification system as an API accessible across the company, handling a traffic volume exceeding 30 lakhs documents per month. Utilized Docker for deployment on Amazon SageMaker instances, integrated with AWS Lambda for automated triggering and scaling based on demand.
  • Aadhar Masking Pipeline:
  • ● Led the Aadhar batch masking initiative across the 13cr documents, resulting in savings of 4 crores, by developing and implementing a customized masking pipeline with advanced OCR and masking algorithms.
  • ● Conducted comprehensive testing and validation, maintaining data integrity by developing masking pipeline with DC model
  • Legal Module Information Extraction Ideation:
  • ● Laid the foundation for a legal module information extractor, aiming to streamline the loan sanction process by efficiently extracting relevant legal information.
  • ● Employed technologies such as Natural Language Processing (NLP) and Legal Language Models (LLMs) to conceptualize key components of the system.
  • ● Collaborated effectively with the legal team to ensure alignment with regulatory requirements and industry best practices.
  • ● Led brainstorming sessions and ideation efforts to enhance efficiency and reduce turnaround times in the loan sanction process.

Education

IIT Delhi
Delhi

B.Tech
06.2018 - 05.2022

University Overview

  • Research Data Science Intern, Luddy School of Computing, IU Bloomington, 2020

Skills

SQL Databases

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Timeline

Senior Data Scientist

Piramal Capital And Housing Finance
06.2022 - Current

IIT Delhi

B.Tech
06.2018 - 05.2022

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