Aritro Arko
Senior Machine Learning Specialist at Ultimarii Ltd.
Calgary, Alberta, Canada
Summary
👤
Senior🎓
Top SchoolAritro Arko is a Senior Machine Learning Specialist based in Calgary with nine years of experience applying computer vision, IoT, and ML to real-world problems. He holds an MSc in Computer Science from UBC and has delivered production-focused solutions—from a RAG-based regulatory chatbot and automated research-report agent to a Flask/AWS service that extracts and volumetrically analyzes dirt mounds from point clouds. Comfortable across the ML stack, he leverages Python, LangChain, vector DBs (Milvus, Chroma), Azure, CI/CD and containerization to move research into deployable systems. His background in academia and instruction (UBC and BRAC University) informs clear documentation and pedagogy, which he pairs with hands-on engineering for clients like Ultimarii and AltaML. Notably, he combines domain-focused feature engineering (medical imaging, epidemiology labs) with practical retrieval and LLM techniques to turn messy data into actionable insights.
9 years of coding experience
2 years of employment as a software developer
Bachelor's degree Computer Science and Engineering, Bachelor's degree Computer Science and Engineering at BRAC UniversityMaster's degree Computer Science, Master's degree Computer Science at The University of British ColumbiaOrdinary Level Science, Ordinary Level Science at Little Jewels SchoolAdvanced Levels Science, Advanced Levels Science at Sunshine Grammar School and College
Bengali, English, French, Hindi
Github Skills (6)
optical-flow2
pytorch1
deep-learning1
pose-estimation1
human-pose-estimation1
3d1
Programming languages (2)
Github contributions (5)
ubc-vision/bootstrapping-human-optical-flow-and-pose
Oct 2022 - Nov 2022
Contributions:18 commits, 38 pushes, 2 branches in 1 month
Aritro30/CNNs-and-Image-Classification
Aug 2022 - Nov 2022
Contributions:8 pushes, 1 branch in 2 months
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