Lucas

Canada
10 yrs experienceEnglish Fluent
Skills
Node.js10yAws5yMongodb6y
Secondary skills
TypescriptJavascriptPythonSqlReact.js
Experience
Data Scientist
Feb 2026 – May 2026
Executed end-to-end data science workflows, including data cleaning, exploratory analysis and predictive modeling to support business decision-making. Collaborated to implement solutions and automate data pipelines, improving model deployment efficiency. Developed actionable insights through statistical analysis, contributing to the successful delivery of several projects.
Data Science
Backend Engineer
Jan 2025 – Jan 2026
Engineered integrations with diverse Electronic Health Record (EHR) systems using APIs, direct database connections and Puppeteer. Ensured 24/7 system reliability for high-stakes healthcare platforms by managing deployments and monitoring performance via DataDog. Maintained internal libraries and resolved critical bugs to optimize scheduling and payment processing workflows.
DatadogPuppeteerScheduling
Backend Engineer
Jun 2024 – Jan 2025
Developed an optimized user flow that boosted performance by 1.6x over company targets during peak competitive cycles. Architected secure, high-volume APIs to handle complex financial business rules and interest rate calculators for loan processing. Automated loan approvals and documentation by integrating with government APIs, streamlining the end-to-end customer experience.
Documentation
Backend Engineer
Sep 2023 – May 2024
Built secure APIs for a language learning platform, implementing anti-cheating measures to maintain the integrity of user assessments. Integrated third-party AI APIs to enable automated evaluation and personalized learning progress tracking. Developed reporting modules and performance metrics to provide stakeholders with actionable insights into user evolution.
AI
Backend Engineer
Sep 2021 – Sep 2023
Built high-traffic e-commerce APIs supporting over $1M USD in annual revenue while maintaining mission-critical system uptime.
Full Stack Engineer
Jan 2017 – Aug 2021
Developed C# APIs and SQL Server databases for industrial logistics modules, including a React Native mobile application for driver tracking.
C#DatabasesReact NativeSql Server
Full Stack Engineer
Feb 2014 – Jan 2017
Delivered end-to-end web solutions and custom PHP frameworks, including a full e-commerce platform with integrated payment processing.
Php
Education
Computer Science
Federal University of Fronteira Sul · Aug 2017 – Sep 2022
Side projects
MahleModel - An approach for topic modeling based on TF-IDF and Clustering
Jan 2022 – Sep 2022

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