Alexandru Burlacu
ML MLOps Consultant at Toptal
Chișinau, Switzerland
Summary
👤
Senior🎓
Top SchoolAlexandru Burlacu is an ML MLOps consultant with a decade of experience building end-to-end ML systems, leading teams, and scaling production workflows for NLP, CV and time-series problems. He combines hands-on model development (custom LLM-based systems, classification, NER) with infrastructure and tooling expertise—IaC, experiment tracking, Ray Serve and cost-efficient serving—to make ML initiatives reproducible and production-ready. As a former ClearML software lead and long-time consultant at Toptal, he improves developer experience and advises startups on lean MLOps practices that prioritize elasticity and supply-chain safety through open-source models. He has repeatedly reduced operational friction—shortening deploy times, establishing observability, and instituting code-review and agile processes—while mentoring junior engineers into productive contributors. Based in Chișinău and operating for Swiss clients, he blends research-grade experiment discipline (Optuna/MLFlow/Papermill) with pragmatic product prioritization across technical and non-technical stakeholders. An early founder and NGO organizer, he brings entrepreneurial grit and a knack for turning exploratory experiments into scalable production systems.
10 years of coding experience
6 years of employment as a software developer
Bachelor's degree Robotics, Bachelor's degree Robotics at Aalborg UniversityGraduate, Graduate at Founder InstituteParticipant Artificial Intelligence, Participant Artificial Intelligence at EEML Summer SchoolParticipant, Participant at Study Tours to Poland ProgramMaster's degree Computer Science, Master's degree Computer Science at Universitatea „Ștefan cel Mare” din SuceavaMaster's degree Computer Science, Master's degree Computer Science at Universitatea Tehnică a Moldovei
English, Russian, Romanian, french (can order more than one croissant)
Stackoverflow
1reputation
96reached
0answers
1question
Github Skills (45)
python10
machine-learning10
data-management10
clearml10
deep-learning10
aws10
ai10
trains10
version-control10
experiment10
experiment-manager10
devops10
k8s10
data-science9
tensorflow9
Programming languages (6)
Github contributions (5)
AlexandruBurlacu/alexandruburlacu.github.io
Nov 2020 - Nov 2024
Trying to make a personal blog
Contributions:2 PRs, 55 pushes, 7 branches in 3 years 11 months
reactnextjstypescript
AlexandruBurlacu/keras_squeezenet
Oct 2016 - Apr 2020
Keras implementation of Squeeze Net architecture described in arXiv : 1602.07360v3 (https://arxiv.org/pdf/1602.07360.pdf)
Contributions:4 PRs, 44 pushes, 1 branch in 3 years 6 months
arxivpdfdeep-learningsqueezetensorflow
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