Andres Florez Llano

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CTO

daki.ai

Jan 2021 - Jan 2024 (3 years 1 month)

DaKi, nuestro Saas (Software as a service) ayuda a las PYMES a ser más eficientes y rentabilizar mejor sus datos. Con DaKi como aliado, podrás liberar el poder de tus datos e incrementar la gestión de clientes y su fidelización, identificando las necesidades más específicas de tu mercado y tu compañía.

CDAO

Dataknow

Jan 2020 - Jan 2022 (2 years 1 month)

- Lead the building process of a solution to empower companies and people through the democratization of analytics and AI.

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LEAD TECHNICAL SUPPORT ANALYST

SAS Institute

Mar 2019 - Feb 2020 (1 year)

Functions: • Restructured procedures by coordinating with PMO's and PMs to create, design, and translate business opportunities into analytical data solutions. • Helped leaders understand how to effectively manage data governance, the performance of technical resources, and operational needs. • Guide a top technical team to collect, organize and model data using SAS EG, SAS Studio, Python, and Impala-Hue. Worked with PM to resolve administrative problems, improve operations and provide exceptional customer service. • Lead and coach a team of 5 Data Engineers in providing excellent customer service to callers requiring assistance for ETL, data governance, and good practice issues. • Negotiated agreements between employees to clarify mis

Lead Technical Analyst / Pre-Post Sales

Dataknow

Jan 2019 - Dec 2020 (2 years)

- From 4 to 27 Employees in the first year. Achieve a 10.4x Growth in Sales Revenue. - Restructured procedures by coordinating with CEO's and COO to create, design and translate business opportunities into analytical data solutions, helping leaders-client's-leads to understand how to effectively manage data governance, AI & ML.

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CONSULTING BUSINESS ANALYST / DATA SCIENTIST

SAS Institute

Apr 2018 - Mar 2019 (1 year)

Functions: • Interacted with clients, specifically with BI team to ascertain requirements and expectations for analytical products and operational services • Exercised critical thinking to resolve data challenges and BI reports • Collaborated between BI and Security departments to respond to questions and concerns about fraud risk using data mining Developed KPI's derived from raw company data to track improvements in organizational efficiency • Technical and functional support of SAS Solutions (SAS EG, SAS VA on Viya, SAS EM) Design and Creation of classification models of transactional behavior to early prevent potential risk frauds. . Support in segmentation model based on transactional behavior and RFM techniques and k-means.

Lead Technical Support Analyst

SAS Institute Inc.

Feb 2018 - Jan 2019 (1 year)

- Restructured procedures by coordinating with PMO's and PM to create, design and translate business opportunities into analytical data solutions. - Helped leaders understand how to effectively manage data governance, performance of technical resources and operational needs. - Guide a top technical team to collected, organized and model data using SAS EG, SAS Studio, Python and Impala-Hue. - Worked with PM of SAS to resolve administrative problems, improve operations and provide exceptional customer service. - Lead and coach a team of 5 Data Engineers in providing excellent customer service to callers requiring assistance for ETL, data governance and good practice issues. - Negotiated agreements between employees to clarify misunderstood di

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Consulting Business Analyst

Jul 2017 - Apr 2018 (10 months)

- Interacted with clients, specifically with BI team to ascertain requirements and expectations for analytical products and operational services - Exercised critical thinking to resolve data challenges and BI reports - Collaborated between BI and Security departments to respond to questions and concerns about fraud risk using data mining - Evaluated consistency and importance of different business intelligence data against needs to determine optimal courses of action - Developed KPI's derived from raw company data to track improvements in organizational efficiency - Technical and functional support of SAS Solutions (SAS EG, SAS VA on Viya, SAS EM) - Design and Creation of classification models of transactional behavior to early prevent pote

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DATA ENGINEER

SAS Institute

Jan 2017 - Apr 2018 (1 year 4 months)

Functions: • Modified existing databases to meet unique needs and goals determined during the initial evaluation and planning process Developed, updated, and organized SAS databases to handle customer and data requirements using SQL and SAS programming language

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Data Engineer

Sep 2016 - Jun 2017 (10 months)

- Modified existing databases to meet unique needs and goals determined during initial evaluation and planning process - Developed, updated and organized SAS databases to handle customer and data requirements using SQL and SAS programming language - Construction and configuration of time series models (ESM, ARIMAX, ID, CLM) - Design and construction of the performance tester for out-of sample range (using MSE, RMSE, MAPE, MASPE, WAPE, WASPE as statistics of fit) - Design and construction of the cross-validation of hierarchical performance of the predictions - Construction of the dashboard for time series forecast of sales - Investigated and addressed SAS Forecast Studio system issues to enhance usability and improve functionality. - Documen

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FINANCIAL PLANNING ANALYST

Goverment of Antioquia

Jan 2016 - Dec 2016 (1 year)

Functions: • Organized company files and creating support system to decrease workload and increase the productivity of account managers . Reviewed related literature and create recommendations to support department research and process efforts Maximized productivity by analyzing protocols and identifying areas for improvement Advanced research by compiling regional and official data, updating Excel spreadsheets, and producing timely reports for Law 715 (Incorporation and execution of the resources of the SGP) and Law 617 (annual report of the Fiscal Performance Index) • Advice on the preparation of the Financial Reports of the territorial entities of the Department of Antioquia in front of the control organisms (DNP, City Halls, and Accou

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Financial Planning and Analysis Intern

Goverment of Antioquia

Jan 2016 - Aug 2016 (8 months)

- Organized company files and created support system to decrease workload and increase productivity of account managers - Reviewed related literature and create recommendations to support department research and process efforts - Maximized productivity by analyzing protocols and identifying areas for improvement - Advanced research by compiling regional and official data, updating Excel spreadsheets and producing timely reports for Law 715 (Incorporation and execution of the resources of the SGP) and Law 617 (annual report of the Fiscal Performance Index) - Advice on the preparation of the Financial Reports of the territorial entities of the Department of Antioquia in front of the control organisms (DNP, City Halls and Accountants) - Creati

Andres Florez Llano

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Andres Florez Llano