O

Om Kumar Singh

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West Bengal, India

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Résumé

Jobs verified_user 0% verified
  • Sandvik
    AI Engineer
    Sandvik
    Jul 2024 - Current (2 years 4 months)
    Engineered and containerized GPU-accelerated LiDAR ML pipelines using Docker and Python, improving runtime efficiency and enhancing reproducibility by 40%.Refactored a complex monolithic codebase into modular, production-ready components, and built CLI-based debugging.Designed and deployed a distributed compute infrastructure across AWS and Azure, integrating FastAPI, PostgreSQL, and Dockerized ML services to enable scalable data ingestion, batch processing, and real-time inference across cloud compute nodes.Optimized a containerized ML backend using FastAPI and Docker, reducing image size by 30% and improving deployment speed.Worked extensively with AWS, Azure, Kubernetes, Linux, S3-like object storage, and cloud-based GPU instances.
Education verified_user 0% verified
  • I
    Bachelor of Technology in Electronics and Communication Engineering
    Indian Institute of Technology (Indian School of Mines) Dhanbad, India
    Dec 2020 - May 2024 (3 years 6 months)
    CGPA: 9.37 (Gold Medalist)
Projects (professional or personal) verified_user 0% verified
  • N
    Network-Security | MLOPS with AWS
    Jul 2025 - Nov 2025 (5 months)
    Built an end-to-end cloud-based ML system for phishing detection, achieving 95% F1 score on network security datasets.Implemented complete MLOps workflow using Docker, MLflow, and AWS, enabling experiment tracking, versioning, and automated model deployment.Deployed scalable FastAPI inference service with GitHub Actions CI/CD; integrated MongoDB as metadata + results store.
  • V
    Vision Transformer Paper Replication | Computer Vision
    Jul 2025 - Sep 2025 (3 months)
    Replicated Vision Transformer Paper for multi-class image classification.Integrated CNNs, EfficientNet-B0, and transfer learning to build a hybrid architecture achieving 93.84% accuracy on custom food dataset.Implemented full training pipeline including augmentations, feature extraction, fine-tuning, and evaluation.
Awards verified_user 0% verified
  • C
    Contributor to competitive programming communities through discussions, optimizations, and editorial insights
    May 2021 - Current (5 years 6 months)
  • G
    Gold Medalist of 2024 Electronics batch
    Nov 2020 - May 2024 (3 years 7 months)
  • 9
    98.74 percentile in JEE MAINS
    May 2018 - May 2020 (2 years 1 month)
  • A
    AIR 4459 in JEE ADVANCED
    Apr 2018 - May 2020 (2 years 2 months)