Nicolás Restrepo Torres Email & Phone Number

Turku, Southwest Finland, Finland

• Research on FMU Integration and Simulation: Investigating how exported automation logic as Functional Mock-up Units (FMUs) can be ubiquitously integrated into common platforms like MATLAB/Simulink for co-simulation of.

Västerås, Västmanland County, Sweden

• Performing advanced research in the domain of Requirements Engineering to achieve automated generation of technical diagrams (i.e. Function Block Diagrams [FBD]) using Natural Language Processing (NLP) and AI approaches.
• The generated FBD allowed software requirements for Model-Based Design artifacts to reduce human intervention and enhance the verification process in industrial processes within the safety-critical environment of the.

Västerås, Vastmanland County, Sweden

• Working on Large Language Models (LLMs) such as BERT classifiers to be fine-tuned and evaluated on industrial and public datasets in the domain of Enterprise Software Engineering and Requirements Engineering. Involved.
• Designed a complete pipeline for multilabel classification of GitHub issues including scrapping and pre-processing from GitHub and industrial data from partners such as Vaadin obtaining an LLM fine-tuned model with.

Bogota, D.C., Colombia

• Directed the technical development of Inmobana: a project to match real estate agents and properties with buyers.
• Performed a Design Sprint with stakeholders to materialize ideas and understand functional and non-functional requirements. Designed the software architecture for the project based on microservices architecture (mSOA).
• Directed a team of two people for the development of the frontend web application in React following Scrum agile methodology. Conducted technical interviews for the team and performed 1-1 code reviews regularly.

Bogotá D.C., Colombia

• Codirected and developed new core business functionalities such as small loans for businesses with no direct access to the formal banking system, improvement of the payment getaway, and interoperations with other.
• The application has reached coverage of 7000+ small businesses in Colombia at this point.

Bogota, D.C., Colombia

• Developing REST backend in Ruby on Rails and frontend development with Nuxt.js for PuntoPay’s backoffice, a web app PuntoRed fintech to handle 20M+ transactions ( ≈1000M+ USD) monthly and 35.000+ users with audit.
• Incident resolution times were reduced by 87% and compensation times decreased from four days to one day on average.
• Accomplished unit automatic testing based on the (TDD) methodology as part of the Jenkins pipeline that orchestrates the Docker containerized mSOA (including SonarQube as a quality assessment), where I led the design.

Bogota, D.C., Colombia

• Performed EDA on data generated from the University’s automatic coding assessment tool (UNCode) using Python and MongoDB to understand students' progress in programming courses, leading to the baseline's research in.
• Designed templates for automatically generated reports in Metabase (OSS-Tableau) using MongoDB aggregate queries to assess students' software metrics in interactive dashboards, leading to actionable insights into.

Bogota, D.C., Colombia

• Led the practical part of a programming course composed of 30+ students taught by Ph. D. Felipe Restrepo Calle.
• Created Codeforces-like programming problems, exercises, and exams for grading the course.
• Conducted lectures to solve the aforementioned problems and addressed students’ questions through Piazza.
• Supported maintenance and reliability tasks from UNCode, a tool for automatic learning and grading of programming exercises

Bogotá D.C., Colombia

• Helped to assess performance by implementing basic BI tools to automatically evaluate code from students. From the produced reports, changes were applied in the content of the problems week by week to enhance students’.

Hamburg, Germany

• Assistant to the Product Manager working on Identity Access Management (IAM). Worked on the product and services strategy in line with the IM (Information Management) global strategy.
• Contributed to the value of product and service delivery by leading small projects (SAFe/ DevOps).
• Helped the PM to maintain business relationships (communication, presentations, technical support)
• Carrying out, improving, and re-designing Unix IAM Requests in Semaphore (ITSM) to manage identities and contributing to the IAM Unix Knowledge Management and service map conception which involves 50.000+ employees.
• Reduced microservices deployment time by around 55% through Jenkins-based automation in a DevOps environment within the Kubernetes platform OpenShift. Also, supplied value to the company IAM software by contributing to.

Bogotá D.C., Colombia

• Contributing with a web application for the university to manage information from graduate school students, admitted students, and administrative information such as the mandatory documentation to graduate.
• Implemented part of the front end using Vue.js and the back end using Ruby on Rails (RoR) in a Service-Client architecture.
• Designed unit, and functionality tests emphasized in Test Driven Development (TDD).

Master'S Degree, Data Science

M.Sc. Master'S Degree, Industrial Software Engineering

Second year of Erasmus Mundus Joint Masters Degree Engineering of Data-Intensive Intelligent Software Systems

M.Sc. Master Of Science, Data Science, 5.0/5.0

First year of Erasmus Mundus Joint Masters Degree Engineering of Data-Intensive Intelligent Software Systems

B.Sc. Ingeniería De Sistemas Y Computación, Computer And Systems Engineer, 4.4/5.0

Activities and Societies: Software Architecture Software Engineering Introduction To Intelligent Systems (ML) Algorithms Data Structures.

Informatiker, Computational Science And Engineering

Activities and Societies: Introduction to Information Security Functional Programming Intelligent Autonomous Agents and Cognitive.