[viig99]

Location: Toronto, Canada

Remote: Yes, (Open to Hybrid and in-office)

Willing to relocate: Yes

Technologies: Machine Learning, Pytorch, C++

Résumé/CV: https://viig99.github.io/

Email: [e-mail]

GitHub: https://github.com/viig99

--------------------------------- Applied Machine Learning Engineer with 11+ years experience in backend engineering and machine learning.

I have experience in solving for end to end machine learning problems, robust data collection & cleaning, distributed training on GPU clusters, building custom model & training recipes on domain specific problems, model calibration, scalable and low latency inference pipelines in C++ / python (GRPC, k8), monitoring and hard negative mining, Model specific inference optimizations (Quantization, Pruning, Torch Dynamo etc) and have worked on various domain problems like: Search & Ranking, Cold start recommendations, Constraint based optimization, Speech (Speech to text, text to speech), Vision (Segmentation, Classification, OCR), NLP (Doc QA, Classification, Entity Recognition) etc