Eshwanth Baskaran
Machine Learning Engineer at Procore Technologies
Old Toronto, Ontario, Canada
Summary
👤
Senior🎓
Top SchoolEshwanth Baskaran is a machine learning engineer with 10 years of experience combining ML research and software engineering to productionize trustworthy AI. He has a strong track record in evaluating and reducing LLM hallucinations—implementing PEFT for personalized conversational models at Amazon and designing synthetic-data-driven evaluation pipelines at Armilla AI. Comfortable across the stack, he has built modular Python assessment libraries, scalable ETL and backend services that cut latency and automated CI/CD workflows for rapid deployment. His research-practice blend also includes creative generative CV work, such as GAN-based manga colorization, showing an eye for applied artistry as well as robustness. Based in Old Toronto, he leverages graduate-level ML training from Mila/Université de Montréal to translate evaluation metrics and fine-tuning techniques into reliable production systems.
10 years of coding experience
4 years of employment as a software developer
Master of Science - MS, Machine learning, 4.2/4.3, Master of Science - MS, Machine learning, 4.2/4.3 at Mila - Quebec Artificial Intelligence InstituteBachelor’s Degree, Computer Science, Bachelor’s Degree, Computer Science at Indian Institute of Technology, HyderabadMaster of Science - MS, Machine learning, 4.2/4.3, Master of Science - MS, Machine learning, 4.2/4.3 at Université de Montréal
Tamil, Telugu, English
Stackoverflow
196reputation
11kreached
12answers
2questions
Github Skills (64)
translation10
converter10
raml10
amqp9
redis9
ivy9
pytorch9
python9
machine-learning9
periodic9
abstraction9
task-manager9
django-orm9
mnist-dataset9
queue9
Programming languages (5)
Github contributions (5)
esh-b/RAML-to-Swagger-Converter
Jul 2017 - May 2021
A java project to convert RAML 0.8 definition to Swagger 2.0 definition
Contributions:17 commits, 10 PRs, 15 pushes in 3 years 10 months
raml-toolingswagger-2raml-utilitiesjava-projectjava
esh-b/Feature-based-opinion-mining
Apr 2017 - Nov 2020
Contributions:30 commits, 26 pushes, 1 branch in 3 years 7 months
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