Debankur Saha
Senior Machine Learning Engineer
Senior Machine Learning Engineer with 10+ years of experience in building and scaling production-grade ML systems.
- • GenAI & Machine Learning: Expertise in Generative AI and traditional ML across tabular, audio, and video data, with deep specializations in Computer Vision and NLP.
- • Production Specialist: Bridging the gap between models and scale using On-premises Kubernetes and Hybrid Cloud (GCP/AWS/Azure).
Technical Skillset
ML Systems
Model lifecycle, Training/Inference pipelines, Monitoring, Feature engineering
AI Frameworks
Deep Learning (CV, GenAI, LLMs), TensorFlow, PyTorch, Scikit-Learn
Infrastructure
Kubernetes, Docker, Helm, CI/CD (GitLab), MLFlow
Cloud
GCP, AWS, Azure
Certifications
- Credential
AWS Certified AI Practitioner
AWS
- Nanodegree
Machine Learning Basic Nanodegree
Udacity
- Nanodegree
Deep Learning Nanodegree
Udacity
- Nanodegree
Deep Reinforcement Learning for Enterprise
Udacity
- Certificate
Machine Learning in the Enterprise
Coursera
- Certificate
Production Machine Learning Systems
Coursera
Awards
- Award
MVP Award (Data and ML Team)
Bottomline
- Scholarship
Udacity Pytorch Scholarship
FacebookAI
- Scholarship
Udacity Secure and Private AI Scholarship
FacebookAI