kananvyas
India
Summary
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SeniorKanan Vyas is a Senior Machine Learning Scientist with 9 years of experience building production-grade deep learning systems across computer vision, NLP and LLM-powered agents. She has delivered high-impact solutions—from a 200+ camera real-time PPE and fire detection deployment that saved an estimated ₹93 Cr/year, to boosting visual search recall and document layout extraction through targeted finetuning and synthetic data strategies. Comfortable across the ML lifecycle, Kanan pairs research-driven model improvements (CLIP, YOLO, LayoutLMv3, EfficientNet) with robust engineering using Docker, Kubernetes, FastAPI, LangChain/LangGraph and MLOps tooling. She’s led agentic evaluation frameworks processing 10K+ daily queries and scaled APIs serving tens of thousands of documents and requests per day. Beyond engineering, she founded a community initiative to empower women in tech, reflecting both technical leadership and commitment to mentorship.
9 years of coding experience
Github Skills (57)
object-recognition10
preprocessing10
pre-trained-model10
encoder10
image-processing10
attention-mechanism10
ocr-recognition10
language-modeling10
foundation-models10
language-understanding10
image-classification9
multimodal-deep-learning9
artificial-intelligence9
transformers9
algorithm9
Programming languages (2)
Github contributions (5)
KananVyas/kananvyas.github.io
Jun 2022 - Nov 2025
Contributions:1 PR, 25 pushes, 2 branches in 3 years 6 months
KananVyas/BoxDetection
Jul 2018 - Jun 2020
A Box detection algorithm for any image containing boxes.
Contributions:9 commits, 2 PRs, 8 pushes in 1 year 11 months
opencv-pythonnumpyimage-processingobject-recognitionocr-recognition
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