Juan Miguel Gutierrez Vidal Email & Phone Number

Italy

Colombia

• Incorporate the probabilistic forecast results into the optimization stock model which improved by about 15% in the median stock health inventory along with a overcost component that reduced the overstock by 10%.
• Work and help in the design of solutions of ML models like Anomaly Detection of orders and prices, Gen AI Image Initiative (Stable Diffusion), LLM data agent for answering critical information from important metrics
• Pionerred Reinforcement Learning and Contextual Bandits Techniques for Order Quantity Models and Dynamic Pricing
• Work in agent that answer from metrics using Advanced Prompting Techniques (ToT), Multi-Agentic Workflow, NLP, Langchain for Managers, Directors and Up.

Code reviewer for courses of data science and data analysis including topics like Python, Jupyter notebooks, Dashboards, SQL, Statistics, ML supervised/unsupervised, time series, NLP, CV and best code practices.

Colombia

• Developed a matching algorithm in Python to reconcile partial information with database records, achieving an 80% match rate.
• Researched and implemented state-of-the-art gas shortage estimation methods, resulting in a 25% cost reduction for the client, utilizing Python and STATA.analysis using Python or R.
• Work with diverse ML models in diverse problems like time series, supervised learning and dynamic panel data

Bogota, D.C., Capital District, Colombia

Assist with research of different differential privacy algorithms

Bogotá D.C., Colombia

I created a musical Promotion Company, that support artists Trough Soundcloud, Youtube, Facebook, and Spotify. Most of the tracks we promote are used by famous and not famous youtube channels as blogs, radios.

Master'S Degree, Mathematical Engineering (Track: Statistical Learning - Statistics And Machine Learning)

Scolarships: Invest your Talent in Italy (IYT) & Colfuturo Loan Scolarship Interesting Courses: High Performing (CUDA) Graph Machine.

Bachelor'S Degree, Applied Math & Computer Science (2 Bachelors Completed)

Minor: Artificial Intelligence Minor courses : Machine Learning, Computer Vision, Natural Language Processing, Logic AI, Signal Processing.

Bachelor'S Degree, Economics (1 Bachelors Completed)

Scolarship: Colegio-Convenio

Student