Juan Lara

Juan Lara Email and Phone Number

LLM and ML Specialist @ GenomAI
Bogotá, Bogota, CO
Juan Lara's Location
Bogota, D.C., Capital District, Colombia, Colombia
About Juan Lara

Researcher and data scientist with a strong background in mathematics and computer science from the National University of Colombia. Currently collaborating on cutting-edge projects in organizational economics and corporate strategy at Harvard Business School, while leading digital transformation as a data scientist at Ipsos.My expertise encompasses:- Developing advanced mathematical models using game theory and dynamic optimization to analyze pricing strategies in two-sided markets and competition among multi-sided platforms.- Implementing large-scale numerical simulations in Python and C with parallel computing techniques to validate theoretical predictions in organizational economics.- Creating machine learning models (using TensorFlow, PyTorch, and Scikit-learn) for market segmentation and sentiment analysis, enhancing targeted marketing efficiency.- Designing scalable cloud-based data pipelines (GCP, AWS) for real-time processing of terabyte-scale datasets.- Applying advanced econometric methods to analyze the impact of organizational structures on business performance.My research at the intersection of AI, organizational economics, and corporate strategy allows me to bring a unique perspective to solving complex business challenges. I combine academic rigor with practical applications to develop innovative solutions in strategic decision-making and optimization of organizational structures.Open to research collaborations, data science consulting, and opportunities to apply advanced quantitative methods in addressing organizational and economic challenges.

Juan Lara's Current Company Details
GenomAI

Genomai

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LLM and ML Specialist
Bogotá, Bogota, CO
Website:
genom-ai.com
Employees:
8
Juan Lara Work Experience Details
  • Genomai
    Llm And Ml Specialist
    Genomai
    Bogotá, Bogota, Co
  • Harvard Business School
    Research Assitant
    Harvard Business School Sep 2022 - Present
    Boston, Massachusetts, Estados Unidos
    As a Research Assistant at Harvard Business School, I work closely with Professor Jorge Tamayo on cutting-edge projects in organizational economics and corporate strategy. My work focuses on:- Developing advanced mathematical models using game theory, dynamic optimization, and growth organization techniques to analyze: • Pricing strategies in two-sided markets with exclusive and non-exclusive contracts • Entry dynamics and competition among multi-sided platforms • Optimal organizational structures and knowledge allocation in hierarchies • Impact of imperfect information on strategic decision-making- Implementing complex numerical simulations in Python and C, employing parallel computing techniques to validate theoretical predictions and reduce computation time by 40%.- Applying advanced econometric methods to analyze empirical data, providing evidence for our theoretical models and informing policy implications in organizational economics.- Contributing to the development of new theoretical models, actively participating in formulating research questions, hypotheses, and critical discussions about economic assumptions and intuitions.- Drafting key sections of academic papers, preparing comprehensive literature reviews, and presenting findings at seminars and conferences, using LaTeX for high-quality document production.This experience has allowed me to develop a deep understanding of modern organizational economics and the mathematical and computational tools necessary to address complex questions in this field.
  • Ipsos
    Data Scientist
    Ipsos Feb 2024 - Sep 2024
    Bogota, D.C., Capital District, Colombia
    As a Data Scientist at Ipsos, I lead the transformation of the Statistics department into an advanced Data Science team. My key responsibilities include:- Developing AI-powered automation tools using Python, implementing robust software architecture and unit testing practices, reducing manual coding operations by 70% and improving data processing accuracy by 35%.- Designing and implementing cloud-based, scalable data pipelines on GCP and Linux environments, enabling real-time processing of terabyte-scale datasets and reducing query times by 60%.- Creating machine learning models using Scikit-learn, TensorFlow, and PyTorch for market segmentation and sentiment analysis, resulting in a 40% increase in targeted marketing efficiency for clients.- Establishing a comprehensive MLOps framework using MLflow, integrating CI/CD practices and implementing automated testing, which reduced model deployment time by 65% and improved model performance tracking.- Leading cross-functional agile teams in developing and deploying data science solutions, including experience with signal processing and image analysis for advanced analytics projects.- Providing direct technical support to clients, collaborating closely to understand their needs and deliver tailored solutions that maximize the value of data and generated insights.

Juan Lara Education Details

Frequently Asked Questions about Juan Lara

What company does Juan Lara work for?

Juan Lara works for Genomai

What is Juan Lara's role at the current company?

Juan Lara's current role is LLM and ML Specialist.

What schools did Juan Lara attend?

Juan Lara attended Universidad Nacional De Colombia, Universidad Nacional De Colombia.

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