Santiago Brito Full Stack Software Developer - Tutor at Sabio

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Data Analyst

Agencia Nacional de Seguridad Vial ANSV

Aug 2025 - Current (1 year 3 months)

I have designed over 15 diagnostic dashboards leveraging Power BI, ArcGIS, and Python to evaluate the current state of road traffic accidents, analyzing patterns across risk behaviors, geographic regions, socioeconomic variables, and infrastructure types. Building on these insights, I developed a predictive model using various Machine Learning methodologies to forecast accidents and their severity with over 85% accuracy. In parallel, I formulated policy guidelines targeting the management of high-risk driving behaviors to reduce accident rates and improve road safety. Additionally, I automated report generation from multiple databases, streamlining data integration and enhancing the efficiency of decision-making processes

Full Stack Software Developer - Tutor

Sabio

Jan 2023 - Nov 2024 (1 year 11 months)

- Led client demo presentations, designing data-driven narratives and Power BI dashboards to highlight product impact on user experience, which increased client engagement by effectively translating technical features into business value.
- Directed daily Q&A sessions with over 20 junior developers, utilizing analytics to track bug resolution trends and optimize workflows, significantly improving production timelines.
- Applied data integration and analytics to evaluate delivery workflows, route efficiency, delivery times, and cost structures, creating comprehensive reporting analyses and interactive Power BI dashboards that informed operational improvements.
- Monitored internal development processes by analyzing compo

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COO

WUNU

Jan 2022 - Jul 2023 (1 year 7 months)

- Developed the webpage of the company using a well-known CMS to engage users.
- Developed a basic prototype of the intended product - facial recognition application - to show potential investors using Computer Vision and Python.
- Led the fundraising proposal of the startup for one of the major accelerators in the world.
- Conducted a research analysis of the payments market, especially in Colombia and the US, to identify relevant competitors and players developing similar technologies to formulate the added value of the company and product.
- Gathered and organized data from different payment journals to make forecasts and prediction models about the revenue and growth this industry will experience in the next 5 ye

Member

Revista Económica Supuestos

Aug 2020 - Aug 2021 (1 year 1 month)

- Along with the Interview's Team, created a database of some possible interviewees through a thorough examination of different regional journals and blogs.
- Designed and conducted the first interview of a Colombian social leader for this journal.
- Gathered and organized data about Colombian financial inclusion for other members of the team to develop different articles. - Utilized Microsoft Excel to manage article submissions and editorial deadlines, employing pivot tables to monitor progress and ensure timely publication. - Compiled and analyzed readership survey data in Excel to assess content impact, using charts and statistical functions to present insights to the editorial board, thereby enhancing the overall quality and

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Practicum

Colegio Panamericano (IED)

Jul 2019 - Nov 2019 (5 months)

During my practicum, I was responsible for developing and implementing lesson plans, assessing student progress, and fostering a positive learning environment. I collaborated with educators to enhance instructional strategies and provided support to students in their academic pursuits. Additionally, I designed and maintained Excel-based gradebooks to track student performance across multiple assessments, utilizing formulas and conditional formatting to identify trends and provide targeted feedback. I also analyzed attendance and participation data in Excel, generating weekly reports and visualizations that informed lesson planning and improved student engagement.

Santiago Brito

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Santiago Brito