Kunal Sharma

Experience

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  DIC Panjab University

  Jun 2021 - Jul 2022

  Research Intern

  - Worked on a new architecture for Computer-Aided Diagnosis (CAD) of the Kidney.- 2 x Mentored and taught the mathematical part of Machine Learning and Deep Learning concepts to over 40 students during Summer Training.

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  Whizlabs

  Feb 2023 - Jan 2023

  Cloud Computing Intern

  - Deployed 10+ GCP labs to production (covering GKE and several GCP APIs) and wrote validation code for all the Kubernetes labs in bash.- Built 2 Internal tools that boosted productivity (from 4 hours to 5 minutes on an average) and decreased GCP billing by 40%.- Wrote deletion scripts for the new deletion architecture for GCP resources.- Migrated 60+ Labs to new deletion architecture meeting tight deadlines, resulting in increased security and efficiency.- Managed GCP Billing and took proactive actions in case of any suspicious activity.- Solved 30+ production issues and user queries.- Gave KTs to new interns. Lihat lebih sedikit

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  Iditarod Bio

  Sept 2024 - now

  Data Scientist (Software Developer)

  - Optimised the Python code and reduced the pipeline execution time by 57%, which also resulted in AWS cost reduction of 53%.- Implemented compression strategy for large files and configured CloudFront that reduced the loading time of the website from 30 seconds to 800ms.- Working with CNNs, MLMs and Diffusion models.- Handling large 3D datasets, feature engineering, and model optimization to deliver high-impact solutions.- Integrating existing and newly built models into scalable, production-ready systems using cloud services (AWS) Lihat lebih sedikit