Ivan B.

About Me

Ivan is a growth enabler Senior Data Scientist that brings value by connecting data and decision makers. He has expertise in forecasting, supervised learning, business analysis, and model development, capable of developing and implementing project management, training, and data science initiatives. He is proficient in Python, SQL, Machine Learning, NLP, and is an analytical thinker with high emotional intelligence.

AI, ML & LLM

Backend

Database

DevOps

Other

Work history

UpStack
UpStack
Senior Data Scientist
2022 - Present (3 years)
Remote
  • Create and implement data analysis pipelines, including data access, ingestion, munging / manipulation / cleansing, analysis / modelling, testing, deployment / integration into business applications and services.

  • Enhance operational aspects of businesses by increasing control of the company's data.

  • Working in cross-functional teams to provide data-driven solutions for increased efficiency and productivity.

BairesDev
BairesDev
Senior Data Scientist
2022 - Present (3 years)
Colombia
  • Worked on multiple projects, using a data mindset to overcome challenges by using technology oriented to people.

  • Developed code for profile standardization and profile analysis to better understand matching techniques.

  • Handled growth support through standardization.

Teleperformance
Teleperformance
Senior Data Scientist
2021 - 2022 (1 year)
Colombia
  • Researched and evaluated state of the art AI technologies to deploy on Contact Centers, in order to increase productivity and reduce costs, including

  • Worked with Content Moderation, Images comparison, Conversational AI, Content Recognition, Chatbots, etc.

  • Identified relevant data sources for business needs.

Merlin
Merlin
Senior Data Scientist
2018 - 2021 (3 years)
Colombia
  • Acted as a Data Scientist for a job-seeking marketplace for white collar jobs currently available at United States. Created dashboards to identify patterns, opportunities, performance and early wins

  • Managed the monitoring of data quality from multiple data sources such as front-end, back-end, marketing and sales departments.

  • Analyzed sales performance and sales leads based on economic metrics, achieving an increase of 40% in agent performance.

Showcase

Lead Prioritization - Merlin
Lead Prioritization - Merlin
  • The project focused on prioritizing leads due to a large database of 350,000 prospects.

  • A machine learning approach was used to determine the worth of the company and sales productivity.

  • The project resulted in a 35% improvement in sales productivity.

Talent Profiling - BairesDev
Talent Profiling - BairesDev
  • The project focused on assessing applicant fit within BairesDev's culture and standards using candidate profiles and curriculums.

  • The assessment utilized NLP techniques, specifically embedding and TFIDF, alongside basic Machine Learning.

  • The project is ongoing and protected by BairesDev intellectual property.

Sherlock Mascotas App
Sherlock Mascotas App
  • The project focuses on evaluating and comparing pet photographs for lost pet search.

  • It utilizes picture embedding and comparison techniques.

  • The developer played a sole role in the project's development.

Education

Data Scientist
Data Scientist
Data Camp
2019 - 2019
Master in Business Intelligence, Business Intelligence
Master in Business Intelligence, Business Intelligence
University of Barcelona
2015 - 2016 (1 year)
Bachelor of Applied Science (B.A.Sc.), Chemical Engineering
Bachelor of Applied Science (B.A.Sc.), Chemical Engineering
University of Los Andes
2008 - 2013 (5 years)
Natural Language Processing Specialization; Deep Learning Specialization
Natural Language Processing Specialization; Deep Learning Specialization
Coursera