My Experience
Skills
Programming
Python
Java
PHP
SQL
MATLAB
JavaScript
C++
Data Extraction & Analysis
Machine Learning
Database Design & Admin
Full-Stack Development
API Development
Linux/UNIX
Natural Language Processing
Languages
Portuguese
English
German
Spanish
Education
Amherst College Class of 2020
B.A. Candidate, Mathematics & Computer Science Amherst, MA
Coursework
- Algorithms
- Data Structures
- Artificial Intelligence
- Computer Networks
- Computer Systems
- Cryptography
- Programming Paradigms
- Statistics
- Real Analysis
- Complex Analysis
- p-adic Analysis
- Linear Algebra
- Abstract Algebra
- Multivariable Calculus
- Theory of Computation
Honors
- Fundação Estudar Fellowship, 2015. One of 24 selected out of ~40,000 applicants to the most prestigious and competitive merit-based fellowship in Brazil for undergraduate and graduate students.
- Walker Mathematics Prize in Problem Solving, 2016. First place.
Activities
Artificial Intelligence Club (President & Co-Founder), Amherst Symphony Orchestra, German House
Georg-August-Universität Göttingen Mar 2017—Jan 2018
Visiting Student, Mathematics Germany
Coursework
Computational Learning Theory. Audited: Galois Theory, Introduction to Commutative Algebra and Algebraic Geometry. Courses conducted in German.
Work
People Analytics Intern Jun 2018—Dec 2018
Stone Co. São Paulo, Brazil
- Conducted research and developed an extraction tool to process performance evaluations in Portuguese, using modern NLP techniques (word embeddings, syntax parsing, sentiment analysis).
- Improved turnover risk prediction models by ~10 pp with feature engineering, cross-validation and optimization.
- Developed a Python module to mass process different ML algorithms and generate performance reports.
- Designed strategies for gathering employee data relevant to People Operations.
- Structured internal APIs, database schemas and bulk integration layers to store/access data in a scalable environment.
Chief Technology Officer & Co-Founder May 2015—Oct 2018
InspiraSonho Brazil
- Co-founded InspiraSonho, a leading social startup in Brazil, that has empowered 20,000+ high school and undergraduate students to seek professional development and educational opportunities.
- Developed student opportunities platform; managed and designed databases; configured and monitored VPS; supervised full-stack development routines in PHP and JavaScript.
Summer Research Fellow Jun 2016—Aug 2016
Amherst College Amherst, MA
- Conducted Applied Mathematics research on circadian rhythms, supervised by Prof. Tanya Leise.
- Engineered simulations to test efficiency of 7 circadian time series analysis methods using MATLAB.
- Designed algorithms to analyze circadian data on large inputs and retrieve parameters (period/phase, rhythmicity, etc.).
Awards
- Outstanding Poster for Biomathematics, 2018, Mathematical Association of America. Awarded at the Joint Mathematics Meetings 2018 (San Diego, CA). See poster.
Teaching Fellow, CS and Math Oct 2015—Apr 2018
Amherst College
- Mentored students in weekly office hours; conducted review sessions and proof workshops.
Courses
CS 111, 112 — Introduction to Computer Science
Math 350 — Group, Ring and Field Theory
Math 111, 112, 211 — Single-Variable and Multivariable CalculusIndustry & Technology Research Fellow Feb 2014—Jun 2015
Brazilian Council for Science & Technology Natal, Brazil
- Conducted research in Chemistry and Material Science/Engineering, supervised by Prof. Roberto Lima.
Awards
- Coauthored 1 conference paper, 1 product patent and 1 software patent. See details at projects section.
- Recipient of a competitive CNPq research fellowship (Brazilian National Council for Scientific and Technological Development).