Pablo Andres Perez Quevedo

AI - Tech Manager

Globant

Sep 2021 - Current (3 years 11 months)

Collaborated with cross-functional teams, including data scientists, software engineers, and product managers, to gather requirements, define project scope, and establish success metrics. Stayed current with the latest AI techniques, including generative AI, frameworks, and tools, and evaluated their feasibility for organizational projects. Participated in pre-sales activities, providing insight into AI solution capabilities and limitations. Actively sought out and recruited top data science talent. Managed multiple projects concurrently, from requirement gathering to delivery coordination with clients and leadership. Fostered a culture of requirements harvesting and mentored colleagues, contributing to the success of both individual pr

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Lead Data Scientist

Augmented Coding

May 2020 - Oct 2021 (1 year 6 months)

Leading a team of data scientists and initiatives to elucidate, develop, implement, train and fine tune Deep Learning models applied to NLP, using the most cutting edge technologies, including transformers stacks and several training approaches.

Data Scientist - Tech Lead

Globant

Apr 2017 - Sep 2021 (4 years 6 months)

My responsibilities encompassED five primary areas. Business Analysis: This entailed acquiring an in-depth understanding of clients' needs and requirements while identifying potential improvement opportunities within their production cycles. Problem Framing: In this capacity, I helped define the desired results, actionable outputs, and decision support necessary for machine or deep learning models. Data Analysis: Within this scope, I evaluated data quality and quantity, ensuring complete semantic information and developing procedures to measure the validity of data before feeding it into mathematical models. Modeling: My responsibilities included fine-tuning, calibration, training, and evaluating machine learning and deep l

Project Engineer (Data Analytics)

Choice Technologies Holding Sarl

Apr 2015 - Mar 2017 (2 years)

Consulting Expert - Non-Technical Loss Assessment: Utilized advanced AI/Data Mining methodologies to identify and address gaps within existing frameworks Collaborated closely with stakeholders to design holistic, targeted approaches that minimize financial setbacks and rectify flawed processes Provided comprehensive guidance for optimizing business guidelines surrounding non-technical loss detection, resulting in measurable improvements across multiple domains. Database Management & Analytics Integration: Developed innovative means to leverage SAP HANA systems coupled with BusinessObjects tools, maximizing their effectiveness for resolving intricate challenges facing companies today Effectively managed changes and res

Data mining consultant

everis

Sep 2014 - Apr 2015 (8 months)

As a skilled data scientist, I had the privilege of exploring various sectors of the economy, utilizing my expertise to develop both predictive (scoring) and descriptive (clustering) models, as well as text mining techniques to uncover new insights within organizations. My work not only helped to enhance analytics projects in Colombia, but also across Latin America. I honed my skills in Oracle and R, among other tools, to deliver top-quality results for my clients.

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Data Quality and Mining Coordinator

Refinancia SAS

Apr 2012 - Sep 2014 (2 years 6 months)

Within the organization, I initially held a position as the Project Leader for the Data Quality initiative. As the Coordinator of multiple associated endeavours, I played a central role in implementing a Business Intelligence framework. My involvement focused primarily on deploying data mining techniques to enhance the firm's BI infrastructure. To accomplish this goal, I formulated and implemented a Quality Assurance System. The creation encompassed an evaluation mechanism intended to evaluate and categorize datasets based on specific criteria. With the help of a dedicated group comprising three individuals possessing diverse skillsets, we executed Clustering, Association Rules, and Mechanisms for Data Evaluation projects. Our efforts culm

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Researcher

UniversidadNacionaldeColombia

May 2010 - Jun 2011 (1 year 2 months)

Responsible of: The designing of a system for assessing and monitoring of biomedical equipment at state hospitals in Bogotá, implementing new information technologies and identifying mathematical programming methods to improve the hospital logistics development in the acquisition, assessment and register of biomedical equipment. The EKD (Enterprise Knowledge Development) modeling technique was used in the designing, which allowed to propose tools, rules, objectives and processes to guide the process of assessment and monitoring of biomedical equipment, both in hospitals and for monitoring and control bodies such as the secretary of health. The project was funded by COLCIENCIAS in its program for young researchers 2009

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Information System Coordinator

UniversidadNacionaldeColombia

Oct 2008 - Jul 2010 (1 year 10 months)

Responsible of: Designing and supporting the deployment of an information system for self-assessment of the graduate programs of the University. Also, I was responsible in the implementation of tools for collecting, processing and retrieving information oriented aiming at its systematization in the project of self-assessment of graduate programs at the university Creating a manual of procedures that allow the sustainability of the information system of self-assessment of graduate programs at the university Supporting the development of self-assessment model 2010 for graduate programs at the university Providing training in self-assessment workshops on evaluation methodologies and data analysis for developing improvement plans and strategies

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Software Developer

Brenntag SA Colombia

Jun 2008 - Jul 2008 (2 months)

Responsible for developing software with GPL platform aiming at sales of chemist products, which compares products, establishing differences and printing reports

Pablo Andres Perez Quevedo

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