Adriel Martins
Senior AI Engineer & Backend Developer at Lean Solutions Group
Paraná, Brazil
Summary
👤
Senior🎓
Top SchoolAdriel Martins is a Senior AI Engineer and Backend Developer with 8 years of experience building production ML and LLM systems that measurably boost operational performance across logistics, finance, and enterprise video search. With an MSc in Artificial Intelligence and a strong statistics background, he designs scalable RAG pipelines, video-LLM analytics, and MLOps tooling that have delivered up to 4x productivity increases and significant latency and accuracy gains. He routinely ships end-to-end solutions—vector search with OpenSearch, AWS Bedrock deployments, Supabase-backed apps, and browser automation agents—that turn prototypes into business-critical features. Known for squeezing performance from models (5x pipeline speedups, 95% retrieval accuracy) and reducing downtime via monitoring and data pipelines, he blends rigorous research habits with pragmatic production engineering. Based in Paraná, Brazil, he’s the kind of engineer who literally “turns coffee into models and papers into production code,” often converting academic ideas into robust, deployable systems.
8 years of coding experience
5 years of employment as a software developer
Bachelor's degree Statistics, Bachelor's degree Statistics at Universidade Federal de PernambucoMaster's degree Artificial Intelligence, Master's degree Artificial Intelligence at Universidade Federal do Paraná
German, English, Italian, Portuguese
Stackoverflow
1reputation
0reached
0answers
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Github Skills (70)
sentence10
prompt-engineering10
linux10
symbolic-ai10
generative-ai10
json10
roberta10
macos10
similarity10
regex10
pytorch-geometric10
multilingual9
webscraping9
neural-architecture-search9
crawler9
Programming languages (10)
Github contributions (5)
oncase/pyscora-wrangler
Apr 2021 - Feb 2023
Python package that consists mainly of wrappers for Data Engineering tasks.
Contributions:6 reviews, 4 PRs, 16 pushes in 1 year 9 months
data-engineeringpython
Martins6/martins6.github.io
May 2020 - Dec 2024
Contributions:3 pushes, 3 branches in 4 years 8 months
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