Ivan Smoliakov
Gothenburg, Sweden
Summary
🤩
Rockstar🎓
Top SchoolIvan Smoliakov is a Machine Learning Engineer with nine years of experience specializing in deep learning, computer vision, information extraction, and LLM-based automation. He has a strong track record deploying scalable data and model pipelines on AWS, optimizing inference performance, and turning ML experiments into product features. At StarLine he accelerated geospatial processing from ~2 hours to ~30 minutes per km and maintained a 5TB+ data lake to boost analytics productivity. He also built LLM-driven NER and a Neo4j-backed knowledge ingestion system processing millions of documents at PrivateAI, showcasing his ability to bridge research and production. With academic roots in bioinformatics and computational mathematics, he combines rigorous quantitative training with practical engineering—evident in contributions to an object-oriented programming repo focused on core backend logic and testing. Based in Gothenburg, he brings a data-centric, performance-first mindset to complex ML challenges.
9 years of coding experience
5 years of employment as a software developer
Saint Petersburg State Electrotechnical University "LETI"Master's degree, Bioinformatics, Master's degree, Bioinformatics at Peter the Great St.Petersburg Polytechnic University
Github Skills (5)
unit-testing10
c-language10
gt10
cprogramming-language10
object-oriented-programming10
Programming languages (10)
Github contributions (5)
moevm/oop
Apr 2017 - May 2017
Object-oriented programming course
Role in this project:
Back-end Developer
Back-end DeveloperContributions:8 commits, 3 PRs, 3 comments in 1 month
Contributions summary:Ivan primarily focused on implementing object-oriented programming concepts within the provided course repository. Their contributions include the creation of classes and methods for various geometric shapes, along with related testing. They also added and modified files, implemented functionalities to test shapes and their interactions. These changes demonstrate a focus on the core logic and functionality of the object-oriented programming course project.
object-orientedobject-oriented-programmingprogramming-course
renesat/DCUnet
Jun 2020 - Jan 2023
Contributions:1 PR, 11 pushes in 2 years 7 months
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