Shreyas Somashekar
Staff SDE - AI Engineering at Gruve
Bengaluru, Karnataka, India
Summary
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Senior🎓
Top SchoolShreyas Somashekar is a Staff SDE in AI Engineering with 10 years of experience building production-grade computer vision and ML systems that deliver measurable business impact. He has architected MLOps pipelines that cut API usage by 90%, improved CV model performance 6x, and expanded detected classes fourfold, demonstrating a blend of systems thinking and model-level optimization. His projects span LangChain-powered QA generation and multimodal exam integrity POCs that fuse audio and video streams—practical solutions that reduced manual work and strengthened trust in automated assessments. Early work includes deploying mobile-friendly detection and super-resolution techniques and generating millions of synthetic images to harden OCR pipelines, showing a strong grounding in dataset engineering. A hands-on mentor and cross-functional collaborator, he pairs deep technical skills (MLOps, CV, NLP, LLMs, FastAPI) with a pragmatic focus on scalability and operational reliability. Based in Bengaluru with an electrical engineering master’s background, he’s equally comfortable prototyping research ideas and shipping robust cloud-native systems.
10 years of coding experience
5 years of employment as a software developer
Bachelor of Engineering (B.E.), Electrical, Electronics and Communications Engineering, First Class, Bachelor of Engineering (B.E.), Electrical, Electronics and Communications Engineering, First Class at Visvesvaraya Technological UniversityMaster's degree, Electrical and Electronics Engineering, Master's degree, Electrical and Electronics Engineering at University of Central Florida
Github Skills (31)
calculator10
video-processing10
audio-processing10
pipeline-framework10
pitch10
android10
computer-vision10
mediapipe9
machine-learning9
inference9
graph-framework9
perception9
tensorflow9
deep-learning9
streaming9
Programming languages (3)
Github contributions (5)
shreyas0906/Selfies-with-sunglasses
May 2016 - Apr 2021
Contributions:92 commits, 77 pushes, 2 branches in 4 years 11 months
shreyas0906/Object-detection-with-deep-learning-and-sliding-window
Sep 2016 - Aug 2019
Contributions:15 commits, 10 pushes, 2 branches in 2 years 10 months
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