Shubham Machal
AI Data Operations
California, United States
Summary
👤
Senior🎓
Top SchoolShubham Machal is a cloud-native software engineer focused on backend systems, distributed architectures, and ML-enabled pipelines, currently working in AI data operations at Dyna Robotics. With a decade of hands-on experience spanning cloud security, DevOps, AWS and Azure, he has built secure, highly available infrastructure and automated IaC landing zones using Terraform, Ansible, and Vault. He has practical ML ops experience—fine-tuning LLaMA3 models on financial data and designing SQL schemas and preproc pipelines to support model training at CrossValidation.ai. Past roles at Capgemini include reducing security incidents by 50% through platform hardening and deploying containerized IoT services in production. While pursuing an MS in Computer Science at Santa Clara University, he also contributed to an inclusive healthcare booking platform for rural Senegal, combining mobile, offline and payments features. Known for bridging security, cloud automation, and ML workflows, he thrives on turning complex requirements into reliable, production-ready systems.
10 years of coding experience
5 years of employment as a software developer
Dual Degree (Bachelors and Masters) Field Of Study Computer Engineering computer science, Dual Degree (Bachelors and Masters) Field Of Study Computer Engineering computer science at National Institute of Technology HamirpurMaster of Science - MS Computer Science, Master of Science - MS Computer Science at Santa Clara University
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (8)
programming-tools10
music-generation10
deep-reinforcement-learning9
computer-vision9
deep-learning8
pytorch8
tensorflow7
machine-learning7
Programming languages (4)
Github contributions (5)
shubhammachal/Leetcode
Jun 2024 - Mar 2025
Contributions:553 pushes, 1 branch in 9 months
shubhammachal/shubhammachal
Dec 2023 - Feb 2025
Contributions:4 pushes in 1 year 2 months
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