Pedro Freitas, Cfa Email & Phone Number

As the Modeling Lead at Memorable, I am responsible for leading the team that builds and delivers AI products. I have experience in a variety of areas including deep learning, tabular data analysis, time series forecasting, and recommendation systems. I am also experienced in MLOps.Some of my key accomplishments at Memorable include:- Developed and deployed a recommendation system model to suggest new export markets for Argentinean products.- Fine-tuning state-of-the-art open source computer vision models to help our clients generate insights and optimize the visual contents of their ads.- Utilized experiment tracking tools like Weights and Biases and MLFlow to log model results, training parameters and artifacts.- Used interpretability models, including Occlusion, Lime, SHAP and GradCam, to understand the impact of multiple variables to the model outcome.- Deployment of dozens of machine learning models on serverless infrastructures and kubernetes clusters for real time predictions at scale.

Barcelona, Catalunha, Espanha

- Built machine learning models for one of the largest banks in Spain.- The models aimed to support the bank manage their loan portfolio by indentifying in advance which clients had a higher chance of missing a payment.

- Led a corporate advisory and financial turnaround project in a company of USD 50 million yearly revenue.- Structured a private credit investment fund.- Supported decision making for a seed capital investment fund (committed capital of USD 10 million).

Investment Analyst – Equity Research Buy Side- Supported investment decisions for a Brazilian equity portfolio totaling BRL 6 billion (USD 1.5 billion) in AUM;- Analyst responsible for covering the Oil & Gas, Metals & Mining, Pulp & Paper and Agribusiness industries of the Brazilian stock market;- Prepared reports on fundamental analysis and investment recommendation of stocks including business valuation, DCF models, relative valuation, industry, and competitive analysis;- Provided real-time analysis of news and material facts related to the companies and industries under coverage;- Interacted with sell-side teams and buy-side analysts and managers to exchange views on assets valuation and portfolio management strategies;- Participated in sell-side conferences and companies’ site trips. Had one-on-one and group meetings with C-level management and IR teams of dozens of companies.---------------------------------------------------------------------------------------------------Analista de Investimentos – Coordenação de Mercado de Capitais- Realização de valuation e pareceres técnicos para a seleção de novos ativos e auxílio na gestão da carteira de renda variável da Fundação (~ R$ 6 bilhões);- Acompanhamento e análise setorial e de empresas listadas em bolsa dos setores de Oil and Gas, Metals and Mining, Pulp and Paper e Agribusiness, (Análise Fundamentalista)

Assistant- Developed VBA automated spreadsheets to gather data and support the decision making of the fixed income Portfolio Manager (AUM of BRL 25 billion).- Prepared return reports for the fixed income portfolio in order to evaluate managers performance;-------------------------------------------------------------------------------------------------------Coordenação de Renda de Fixa e Operações Financeiras- Auxílio aos analistas na gestão da carteira de Renda Fixa da Fundação, especialmente Títulos Públicos Federais. Monitoramento do mercado de juros e leilões de Títulos Públicos;- Elaboração e automatização de planilhas de performance dos fundos da carteira de renda fixa;- Fechamento de caixa da fundação e boletamento de movimentações dos fundos de investimento.

Pré-Operação - GOT2- Auxílio na consolidação da programação elétrica do SIN para o dia seguinte- Levantamento dos Indicadores de qualidade da área

Master'S Degree, Data Science

Executive Mba, Finanças

Bacharelado Em Engenharia, Engenharia Elétrica