Vineethanand H
@vineethanandh
Senior Staff Engineer at d-Matrix building distributed LLM inference and DevCloud for accelerator hardware.
IndiaWhat I'm looking for
At d-Matrix, I build AI/ML frameworks for LLM and multimodal inference on accelerator hardware. I built DevCloud on Kubernetes and Docker to provide accelerator infrastructure and power nightly CI/CD, and work on distributed LLM inference serving.
At Intel India Pvt. Ltd, I designed a FastAPI backend with Kafka for a training automation framework used by more than 100 engineers. It raised training throughput from under 10 to over 50 models a day.
At KLA, I developed image-processing algorithms for the SWIFT series of semiconductor wafer inspection tools. I built a TensorFlow image classifier that processed 200,000 images in one run and cut classification time from a month to 30 minutes.
Experience
Work history, roles, and key accomplishments
Senior Staff Engineer, AI/ML Frameworks
d-Matrix
Feb 2025 - Present (1 year 9 months)
Lead AI/ML framework development for running LLM and multimodal model inference on d-Matrix accelerator hardware. Built a Python test orchestrator, DevCloud, and retrieval-based memory layer, and worked on distributed LLM inference serving.
Built a Python automation framework used by over 100 engineers, raising training throughput from under 10 to over 50 models a day. Designed FastAPI microservices backend with Kafka and ELK stack monitoring, and optimized Hugging Face models for Intel AI hardware.
Developed image processing algorithms for semiconductor wafer inspection tools. Built an unsupervised deep learning classifier in TensorFlow that processed 200,000 images per run, and improved defect classification accuracy from under 20% to over 85%.
Education
Degrees, certifications, and relevant coursework
National Institute of Technology Calicut
M.Tech, Engineering
2013 - 2015
Pursued a Master of Technology degree at NIT Calicut from 2013 to 2015.
Cochin University of Science and Technology
B.Tech, Engineering
2007 - 2011
Pursued a Bachelor of Technology degree at Cochin University of Science and Technology from 2007 to 2011.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Salary expectations
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