Humair K
Staff Software Engineer - ML AI at Hyperproof
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolHumair K is a Staff Software Engineer specializing in ML and AI, building scalable microservices and LLM-driven solutions for compliance, risk, and operations at Hyperproof after Hyperproof’s acquisition of Expent AI. Over nine years he’s moved from research in NLP, multimodal learning, and audio representations (EMNLP, NeurIPS, PMLR) to product-grade systems, having been a founding engineer who cut vendor evaluation time by 85% through AI-driven pipelines. He designs retrieval-optimized architectures (RAG, embeddings, Elasticsearch), deploys FastAPI services with CI/CD on AWS, and has deep experience in real-time vendor intelligence and contract Q&A. Earlier roles at ZS and IITs combined ML for healthcare analytics and resource-constrained vision-language adaptation, reflecting a strong bridge between research and production. Based in Bengaluru, he brings a pragmatic focus on measurable impact—improving costs, coverage, and targeting—while still contributing to foundational benchmarks like the HEAR audio benchmark. Not obvious from titles: he routinely blends large-scale engineering with reproducible research practices, enabling smooth transition of models from papers to reliable services.
9 years of coding experience
6 years of employment as a software developer
Indian Institute of Technology Roorkee
Hindi, English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (20)
benchmark10
evaluation10
benchmarking10
preprocessing6
sagemaker4
gcp4
deep-learning4
docker4
aws4
google-cloud4
gpu3
spot-instances3
gluon3
machine-learning3
ultrasound2
Programming languages (2)
Github contributions (5)
kmarufraj/s-task
Aug 2021 - Nov 2021
Contributions:26 pushes in 3 months
khumairraj/ECG-Analysis
Feb 2018 - Feb 2018
Contributions:2 commits, 1 push, 1 branch in 1 day
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