Rafael Del Rey Email & Phone Number

Windermere, Fl, Us

Denver, Colorado, Us

Principal Data Scientist at the Detection Enablement Team, using Deep Learning and Machine Learning Engineering to help Red Canary improve the efficiency and cost effectiveness of its world famous Threat Detection Engine.

Houston, Texas, Us

Principal Data Scientist, BMC Innovation Labs. At BMC I used Machine Learning, Mathematical Optimization, and Evolutionary Algorithms to develop a novel and unique system capable of optimizing the cost and speed of orchestrated computer workflows, especially Data Pipelines.

São Paulo, Sp, Br

Developed some of the largest Portuguese language models to date;Created a Human Resources Transformer model based on BERT (HRBert);Created a custom architecture of deep learning models for precise, semantic matching of job description and applicant resume, which allowed the company to replace IBM Watson, saving millions a year altogether;Based on a deep learning custom-made model and Milvus, developed a system for candidate recommendation, performing ten million matches per second;Developed models for Named Entity Recognition (NER) to extract hard skills, soft skills, experiences, languages, experience durations, certifications, and other entities from job descriptions.

Symbios Technology is the very first company I have created in the nineties. In 2014. From 2014 to 2019, this is the company where I centralized most of what I have made for managing my investment portfolio while I waited for my non-competing agreement to expire after selling my company. I have created millions of simulations, trading algorithms (stocks, futures, forex, options), investing strategies, and become quite knowledgeable in finance. I also explored cryptocurrency trading and built a small crypto mining farm in 2017. I have dedicated a fair amount of time to automating houses with IoT devices and integrating them with anomaly detection, computer vision, and other statistical models.Using optimizations, simulations, machine learning, and all kinds of data crawlers, I created a solid portfolio of investments, which currently requires very low human maintenance.Currently, this is the company I use to provide consulting services.

Edmonton, Alberta, Ca

Defined and implemented the Artificial Intelligence strategy;Developed machine learning models for detecting compliance issues (such as moral harassment, sexual harassment, hate speech, racism, sexism, and others) in corporate messaging systems;Lead the development of dashboards for monitoring real-time metrics, including sentiment perception based on messages exchanged on the corporate level;Managed deployment and production maintenance/monitoring of our AI Engine;

North Canton, Ohio, Us

As a Chief Software Architect, I assembled the best from the company's software development and research teams to promote innovation at a corporate level systematically. Our first challenge was to create an entirely new approach to fighting phishing scams. We achieved that by combining real-time web page parsing, natural language processing, computer vision, and highly customized machine learning models trained in Python and deployed in Lua and C++. Due to the high standards of software engineering devoted to building the code, it was the first time in a decade that we deployed a product to millions of machines without resorting to the quality assurance team.We have developed the whole pipeline of machine learning processes, from data collection, annotation, model tuning, training, deployment, and monitoring. At that time (2012), combining software engineering and machine learning in an industrial, scalable, efficient process was not openly discussed in the Data Science community. There was no framework for managing artificial intelligence workflows, such as AWS Sagemaker, Databricks, MLFlow, Weights & Biases. We managed to leverage our own set of processes and tools.All team members are current leaders, executives, and shareholders in other companies, spreading what we have created to new levels and areas.

Doctor Of Philosophy - Phd, Organic Chemistry

Master Of Science (Ms), Organic Chemistry

Bachelor Of Pharmacy (B.Pharm.)