Carlos Andres Arias Robledo
5.0
(3)
Real-World Data Science Coaching: Forecasting, Marketing, 14 Years Exp
Studied at NYU Stern School of Business
Works at FlixBus
Successful clients at
Not currently taking new clients
Carlos Andres’s Data Science Qualifications
Experience level: Director
60+ people coached for Data Science
Carlos Andres has helped clients get into these companies:
Welcome to my profile! With a Master of Science from NYU Stern and a Master of Research in Statistics from the University of Bristol, I bring a strong academic foundation to my role as a Staff Data Scientist at FlixBus. Over the years, I've led and mentored data science teams, translating complex business problems into actionable data science projects. My experience spans from statistical programming to developing analytics engines, and I've successfully coached five individuals to advance their careers in data science. Whether you're looking to refine your skills or break into the field, I'm here to guide you every step of the way. Let's connect and chart your path to success in data science!
Carlos Andres can help with:
AI Automation
AI Fundamentals
AI Model Evaluation
Behavioral Interview Prep
Cover Letters
Data Cleaning and Preprocessing
Data Pipeline Automation
Data Science Strategy
Data Visualization
Freelancing
LinkedIn Review
Machine Learning
Networking Strategy
Predictive Modeling
Promotion Strategy
Resume Review
Salary Negotiation
Skill Building
Statistical Analysis
Technical Interview Prep
About Carlos Andres
I’m a statistician by profession and a programmer by hobby with a Master’s Degree in Business Analytics. With more than 14 years of professional experience my main interests are in the field of Data Science particularly in forecasting methods. I’m looking to improve my knowledge in advanced modelling tools like ensemble, deep learning. I’ve had more than 4 years of experience leading multidisciplinary teams in data science projects. I love working in projects where I can help and mentor other colleagues. I'm from Colombia and moved to Germany directly by getting a job at Flixbus so I also have experience in how to successfully move to a new Country with a job.
Why do I coach?
I coach because I know the impact of good guidance and also cause it makes me improve at my job and grow my own knowledge. Early mentors helped me tackle tough challenges and grow quickly. Now, I’m driven to help others unlock their potential, overcome obstacles, and find success efficiently in data science and beyond.
Work Experience
Staff Data Scientist
FlixBus
September 2022 - Present
Senior Data Scientist
FlixBus
August 2021 - September 2022
Data Scientist
FlixBus
October 2019 - August 2021
- Collaborate with different data science projects for each sprint - Help maintain and improve the current ETL process - Mentor and support the junior data scientists and analysts of the team - Support and improve existing forecasting methods
Data Science
AdmanIT
November 2018 - November 2019
- Translate business problems into data science projects. - Lead the data science team and assign specific tasks for each member of the team. - Collaborate with the Lead Logistics Specialist in projects that need data science in addition to the logistics model (Demand estimation and forecast, pricing models, etc.) - Collaborate with the Lead Developer to define requirements for the deployment of our data science products and models.
Full Stack Developer
Premex Colombia
November 2017 - November 2018
Extend and maintain the existing Flask REST API that feeds information to the dashboards of the company. Added new endpoints and functionality In charge of the ETL system of the company which includes bug fixes, usage support for other company employees and feature development. Collaborator in the new Business project of the company, currently focused in workforce analytics.
Senior Director of Data Science & Analytics
Hello Insight
January 2015 - September 2017
Head of a team of data technologists, who build the analytics engines of the iLearning systems of the company.
Web Developer
ICFES
July 2014 - December 2014
Data debugging.Database Administrator. Data Analysis consultant. Web developer
Statistician
DANE
September 2013 - September 2014
Statistical programming in C++ perl and Oracle for answer copying detection in the ICFES tests. Software Ingineering to develop appropiate configurations and personalizations of some of the programs currently used in the ICFES Statistics Group (Vim, R, LaTeX). Standardization of programming styles to facilitate the exchange of code between group members.
Education
NYU Stern School of Business
Master of Science (M.Sc.), Business/Commerce, General
2017 - 2018
University of Bristol
Master of Research in Statistics, Statistics
2012 - 2013
Activities and societies: Research in Bayesian Statistics and Monte Carlo Methods Research in Bayesian Statistics and Monte Carlo Methods
3 Reviews
Overall Rating
5.0
Carlos Andres has helped clients get into these companies: