Harshav Kumar
Senior Machine Learning Engineer at Quantiphi
India
Summary
👤
Senior🎓
Top SchoolHarshav Kumar is a Senior Machine Learning Engineer with 8 years of hands-on experience building production-grade AI systems, specializing in computer vision, NLP, and generative AI for document digitization and insurance/financial workflows. He architects and deploys real-time, enterprise-scale solutions on GCP and AWS, combining custom relation-extraction models, LLMs, and optimized data pipelines to boost throughput and reduce processing times. Known for pragmatic MLOps practices—Docker, Kubernetes, Kubeflow—and custom evaluation metrics, he has driven measurable gains like 10% operational efficiency improvements and 50% faster loan claim turnaround. His deep CV work includes synthetic data generation, semantic segmentation, OCR and low-latency edge deployments, reflecting a strong grounding in both research-quality modeling and production constraints. Outside work he channels curiosity and persistence into travel across India and competitive football, traits that inform his collaborative, problem-solving approach.
8 years of coding experience
5 years of employment as a software developer
BITS Pilani, Birla Institute of Technology and ScienceBachelor of Technology (B.Tech.) Computer Science and Engineering, Bachelor of Technology (B.Tech.) Computer Science and Engineering at B K Birla Institute of Engineering & Technology, PilaniScience, Science at HALWASIYA VIDYA VIHAR
Github Skills (15)
word-segmentation8
segmentation7
nlp6
python6
nlp-machine-learning5
handwriting-recognition5
machine-learning5
opencv5
ocr5
ctc2
tensorflow2
neural-network2
deep-learning2
pytorch2
warp1
Programming languages (4)
Github contributions (5)
harshavkumar/harshavkumar.github.io
Jan 2020 - Mar 2025
Contributions:7 PRs, 31 pushes, 3 branches in 5 years 2 months
harshavkumar/word_segmentation
Dec 2019 - Oct 2020
Word Segmentation done for handwritten text recogntion
Contributions:2 commits, 2 pushes, 1 branch in 10 months
nlpword-segmentationpythonrecognitionocr
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