Requests
5
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Work Background
TúlkaAzure OpenAI Expert | Azure - OpenAI - Terraform - Python - React
Jun. 2024 - Aug. 2024Helsinki Metropolitan AreaWhile working at Polar Squad, together with our team at Sevendos, we built the initial version of an LLM-based text- and voice-translator for our customer Tulka relying on ChatGPT-4o's capabilities. While I was leading the project, we built a cloud infrastructure on Azure, a backend API to process the conversation and a web-based application for mobile devices that users could use to converse in a given language pair. The translations were then saved and could be re-used for general purposes.
PipeCloudDevOps Engineer | AWS - Bitbucket CI/CD
May. 2024Helsinki Metropolitan AreaPipeCloud wanted to modernize their AWS stack and allow their developers to focus on their frontend and backend work, while I put my attention on making sure that the operational side runs smoothly. Together with PipeCloud, I finalized a partially complete migration from one AWS account to AWS organizations, working with tools like Beanstalk, Fargate, Route 53, IAM, S3, EFS, RDS, CDK, and more.
SmartlyBackend & ML Engineer | TypeScript & Python - AWS - GitHub Actions
May. 2023 - Nov. 2023Helsinki Metropolitan AreaThis was a customer case while I was working at Polar Squad. Smartly was going through the process of migrating one of their key codebases from TypeScript to python taking care of a backend API serving as a front for their machine learning algorithms in the field of social media marketing, so that its team of data scientists could better handle it and use more adapted tools. During this migration, I had to migrate Terraform code to AWS CDK in python, maintain TypeScript backend code while also porting that same code to python, counsel the team on orchestrating this migration to avoid pitfalls and collaborate with the frontend engineers relying on the backend API I was working on.
Polar SquadDevOps Consultant | Cloud engineering - Software automation - Tech assessments
May. 2022Berlin, GermanySupporting our customers technically, organizationally and operationally by relying on the DevOps philosophy and working as an infrastructure engineer with a focus on AWS.
StaiyChief Technology Officer | Tech Lead | React, TypeScript, Python, Machine Learning
Jul. 2020 - Mar. 2022Berlin, GermanyStaiy was an e-commerce startup in the area of sustainable fashion. When I joined the company, it was still trying to ramp up sales and internal processes, both at the technical and business level. It was my mission to scale the tech department, collaborate with the operations team, ensure quality of our processes and develop the software together with our team. I built a prototype of a machine-learning image-based search engine for fashion products, re-did the entire website together with our design team and fixed countless backend integration issues present in the stack I inherited from the first day I joined, while simultaneously scaling the software development team from me to 5-10 people over the course of the first 18 months. After a 500,000 euros investment, the company wanted to scale down its technology costs to focus on the brand of the company by moving to Shopify; at that moment, I decided to leave the company and pursue more ambitious technical goals. Staiy was sold to IVALO in 2024.
BeryllsData Scientist, Machine Learning engineer, DevOps Engineer
Jan. 2020 - Jun. 2020Berlin Area, GermanyWith Dr. Eric Morfa Morales as my technical advisor and colleague, we were developing data science-powered web applications. Tasks included:
- Software development using Python
- Data analysis
- DevOps (AWS, Docker, Google Cloud Platform)
- Data engineering
- Machine Learning engineering
- Natural language processing (NLP)
- Image processing & Computer Vision
StaiyMachine Learning Engineer
Sep. 2019 - Dec. 2019Berlin Area, GermanyCreation of a deep learning based recommendation engine based on images of fashion products and style metadata. Tasks involved: - Data cleaning (numPy, Pandas)
- Data engineering (SQL, MongoDB)
- Keras model building and hyperparameter optimization
- Bayesian inference engine
- DevOps (AWS, Docker).
HellaFastForwardIntrapreneur & Data Scientist
Jun. 2018 - Aug. 2019Berlin Area, GermanyDeveloping a chatbot company from scratch using Rasa, automating internal communications and HR processes in HR departments for companies using natural language processing.
Entrepreneur FirstCohort Member of EFBE1
Apr. 2018 - Jun. 2018Berlin, Germany
Entrepreneur FirstCohort member
Apr. 2018 - Jun. 2018Berlin, Germany
Berlin Mathematical SchoolPhD Student
Oct. 2016 - Apr. 2018Berlin, Germany
Technische Universität BerlinTeaching Assistant
Oct. 2015 - Apr. 2016Berlin, GermanySupervise, correct and explain exercise sessions for first-year mathematics students at TU Berlin, four hours a week.
Université de MontréalTeaching Assistant
Jan. 2013 - May. 2013Montreal, CanadaSupervise, correct and explain exercise sessions for the course Analysis III - MAT2100 at UdeM. Two hours a week.
Université de MontréalTeaching Assistant
Sep. 2012 - Jan. 2013Montreal, CanadaSupervise, correct and explain exercise sessions for first-year linear algebra students at UdeM, two hours a week.
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