Madhav Kumar

Madhav Kumar Email and Phone Number

Data Scientist @ Microsoft @ Microsoft
redmond, washington, united states
Madhav Kumar's Location
India, India
About Madhav Kumar

Madhav Kumar is a Data Scientist @ Microsoft at Microsoft.

Madhav Kumar's Current Company Details
Microsoft

Microsoft

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Data Scientist @ Microsoft
redmond, washington, united states
Website:
microsoft.com
Employees:
189892
Madhav Kumar Work Experience Details
  • Microsoft
    Data Scientist
    Microsoft Jul 2024 - Present
  • Indian Institute Of Science (Iisc)
    Research Intern
    Indian Institute Of Science (Iisc) Dec 2023 - May 2024
  • Microsoft
    Data Science Intern
    Microsoft May 2023 - Jul 2023
    Hyderabad, Telangana, India
    • Developed an end-to-end pipeline using gpt-3.5-turbo for automating feedback on system crash tickets by generating actionable summaries. • Achieved an 86% reduction in manual effort by providing comprehensive root cause analyses. • Attained 64.28% recall and 81.81% precision in classifying tickets as Valid Tickets or Noise Tickets. • Optimized the prompt and system processes, effectively reducing costs by minimizing prompt size and eliminating redundant LLM calls.
  • National Institute Of Technology Karnataka
    Project Intern
    National Institute Of Technology Karnataka Aug 2022 - Jan 2023
    • Built a content-based Job Recommender System which recommends jobs to students based on their skills and professional experience. • Implemented the recommender using nltk and spacy ‘en core web sm’ model. • Developed Flask APIs which facilitated seamless storage of preprocessed descriptions within a MongoDB database and deployed the application on AWS ec2 instance
  • Indian Institute Of Technology, Madras
    Research Intern
    Indian Institute Of Technology, Madras Jun 2022 - Jan 2023
    • Worked on a construction progress monitoring system using Deep Learning models.• Created a pipeline to process building component point clouds, generating vectors for classification using self-supervised models called Contrastnet and Clusternet and utilized SVMs for classification. • Used Stanford 3D Indoor Scene Dataset (S3DIS) for training and testing. • Improved model accuracy from 56% to 81% by adding heuristic-based hand-crafted features such as linearity, planarity, and verticality.

Madhav Kumar Education Details

Frequently Asked Questions about Madhav Kumar

What company does Madhav Kumar work for?

Madhav Kumar works for Microsoft

What is Madhav Kumar's role at the current company?

Madhav Kumar's current role is Data Scientist @ Microsoft.

What schools did Madhav Kumar attend?

Madhav Kumar attended National Institute Of Technology Karnataka.

Who are Madhav Kumar's colleagues?

Madhav Kumar's colleagues are Gary Boda, Geetanjali Puranik, Quân Ngô, Manas Kapoor, Mba, Ms, Timothy H Chung, Nono Gugun, Josh Carrier.

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