Samuel Mateo Montañez Gil
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Samuel Mateo Montañez Gil

Samuel Mateo Montañez Gil

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Detail

Data Scientist | Financial Analyst | AI Researcher | Skilled in Python & Data Processing
Bogotá, Bogota, Colombia
Contact Samuel regarding: 
work
Full-time jobs
Starting at USD18K/year
Flexible work
Starting at USD12.5/hour

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Résumé

Jobs verified_user 0% verified
  • Universidad de los Andes
    Teaching Assistant
    Universidad de los Andes
    Jan 2024 - Dec 2024 (1 year)
    Provided academic support to undergraduate students in physics and computational courses, achieving an average 15% increase in student performance. Collaborated with Ph.D.-level faculty to design coursework and deliver on-site classes for over 50 students per session.
  • T
    Lead Help Desk
    Tenores S.A.S.
    May 2023 - Current (2 years 4 months)
    Managed and resolved technical incidents for client billing systems, ensuring 95%+ ticket resolution within SLA timelines. Led a team to document and streamline processes, reducing recurring issues by 15%. Acted as a communication bridge between technical teams and end users, enhancing user satisfaction ratings.
  • S
    Junior Researcher - Apprenticeship
    Superconductivity's Group
    Feb 2023 - Dec 2024 (1 year 11 months)
    Analyzed, cleaned, and structured +100GB of experimental data on Cobalt's superconducting properties, identifying 3 critical statistical correlations that enhanced research conclusions. Proposed and implemented advanced statistical methodologies in Python, improving data processing efficiency by 35% and accelerating research timelines by 20%. Collaborated with a team of senior researchers to design and execute experimental studies, contributing to a published academic paper on superconducting materials. Acquired expertise in statistical analysis and data visualization libraries such as Pandas, NumPy, and Matplotlib.
Education verified_user 0% verified
  • Universidad de los Andes
    B. Sc. Physics
    Universidad de los Andes
    Jan 2020 - Current (5 years 8 months)
  • Nvidia
    Fundamentals of Deep Learning, Generative AI with Diffusion Models, Disaster Risk Monitoring.
    Nvidia
  • Universidad de los Andes
    Data Science, Finance Analytics
    Universidad de los Andes
Projects (professional or personal) verified_user 0% verified
  • N
    Newsletter Automation
    Dec 2024 - Jan 2025 (2 months)
    Designed a fully automated newsletter generation pipeline leveraging Python and React.js. Developed robust unit testing for scraping, content selection, redaction, and layout design components. Fine-tuned NLP models and LLMs for content scoring and summarization, improving relevance and readability by 35%. Built a user-friendly interface to manage the newsletter's content and format for seamless deployment.