Sangram Ray
Staff Machine Learning Engineer at Globant
Bengaluru, Karnataka, India
Summary
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Senior🎓
Top SchoolSangram Ray is a Staff Machine Learning Engineer based in Bengaluru with 11 years of experience building and scaling production AI platforms and agentic systems. He has led enterprise RAG architectures, low-latency agent endpoints on ECS Fargate, and domain-adaptation strategies for LLMs (e.g., QLoRA with Mistral-7B) to deliver high-precision, cost-effective inference on constrained GPUs. His work spans end-to-end pipelines—ingestion, embeddings, semantic retrieval, and fine-tuned cross-encoders—deployed across AWS SageMaker, FastAPI, and Fargate for multi-team adoption. Sangram pairs hands-on engineering with platform-level ownership, driving migrations from legacy systems and mentoring teams to ensure production reliability and maintainability. He brings a strong focus on measurable accuracy and long-term impact, having applied ML under regulatory and low-latency constraints in fintech, security, and legal domains. Outside the obvious, he blends a mechanical engineering background with deep ML ops practice, which informs his pragmatic approach to system design and failure isolation.
11 years of coding experience
10 years of employment as a software developer
Secondary School, Secondary School at K.V. BrahmapurBTech, Mechanical Engineering, BTech, Mechanical Engineering at Biju Patnaik University of TechnologySenior Secondary, Science, Senior Secondary, Science at K.V.Brahmapur
Github Skills (26)
cdn10
javascript9
css9
image-manipulation9
js9
imagemagick9
spdy8
youtube8
image-processing8
image8
convert7
typescript7
ffmpeg7
cli7
sfdx6
Programming languages (4)
Github contributions (5)
b1nch3f/Deep-learning-from-ground-up-with-Tensorflow
Mar 2022 - Sep 2022
Contributions:35 commits, 34 pushes, 1 branch in 6 months
b1nch3f/Win32-API
Mar 2018 - Nov 2018
Contributions:2 commits, 5 pushes, 1 branch in 8 months
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