Sivakumaran S Email & Phone Number

Scotland, United Kingdom

Glasgow, Scotland, United Kingdom

Leading and responsible for two Machine Learning Teams delivering performant products for internal and external users.Leading the effort company wide to increase awareness of Machine Learning by demystifying the technology, its capabilities and limitations.Machine Learning production design with emphasis on low cost, unorthodox approaches to engineering.Intellectual Property Protection of Machine Learning based technology in the company.Member of the Delivery Circle for Scottish AI Strategy.

Glasgow, Scotland, United Kingdom

Take forward programmes of work to deliver the Scottish AI Strategy, ensuring it is aligned with other strategic initiatives.Support the Leadership Circle to develop the Scottish AI Playbook.Plan and implement a communications and engagement programme in partnership with the Community Circle.

Glasgow, Scotland, United Kingdom

Established in-house recruitment protocol for Machine Learning Engineers related to Computer Vision and tabular data.Designed modular Machine Learning Challenges for skills evaluation in recruitment.Successfully identified suitable candidates, evaluated, and recruited four Machine Learning Engineers for Computer Vision. Candidates were evaluated in a custom ML challenge and a technical interview before the final interview.Onboarding ML team with exposure to documentation, historical perspective, technology stack, data for Machine Learning and current ML product suite.Led ML team through efforts to standardise dataset management, monitoring ML training and deployments to production.Led a quick iteration of ideation, data collection, experimenting and prototype for three new product types related to detection of roads, home pricing and market analytics.Creation of of requisite documentation for protection of intellectual property for core inventions.Formation of a new team for Machine Learning for Property Insights including recruitment of a Data Scientist.

Glasgow, United Kingdom

Responsible for designing and implementing data stores and pipelines, set up infrastructure for Machine Learning, analytics and dashboards for data usage and customer retention.Exploring and validating/invalidating product ideas based on Machine Learning on satellite imagery. Ideas include - commodity tracking on waterborne traffic, wind turbine control systems calibration, stockpile estimation, construction tracking and oil storage tanks monitoring.Researched and established best practices for Machine Learning production systems including the design of a low cost, elastic ML pipeline for inference using AWS Serverless and Docker.Established protocols for data annotation, naming conventions, nomenclature and long term storage.Identified and implemented long term, consistent and highly available document stores in cloud for high volume Machine Learning outputs.Identified and established processes for Continuous Integration and Delivery pipelines company wide.Established best practices for Machine Learning Product design and execution.Design considerations for asynchronous event driven serverless architecture for Machine Learning Inference Pipelines.

Glasgow, United Kingdom

Online

Vishakhapatnam Area, India

Master Of Science (Msc), Big Data

Bachelor Of Science (B.Sc.), Physics And Military Science

Activities and Societies: Nautical Sciences, Military History, EquestrianA three year education / military training at the National.

Pre University, Electronics

Pre University education equivalent to 11th & 12th Grade