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Dr. Diego Bravo
10
Dr. Diego Bravo
Director & Data Scientist
I have the necessary skills to lead a Data Team to achieve the business goals of a Tech company.
DATA SCIENTIST
ENTREPRENEUR
MANAGER
RESEARCHER
HEAD OF DATA
Lead Data Scientist
Data Scientist
Portfolio Optimization
- 10 million USD profits in 6 months (2% uplift)
- Discrete Choice models (Nested Logit)
- Collaborative Filtering (SoftImpute)
- Optimizer (Frank Wolfe)
- Pricing Optimization (XGBoost + optimizer)
- Cloud Computing Microsoft Azure
- Scrum
Images classifier
Images
Classifier
- Deep Learning (PyTorch, TorchVision)
- Fine-tuned a Resnet101
- Use of GPUs.
- Train set ~ 10.000 images
- Result: 150.000 images labeled with 99,8% accuracy.
Demand curves simulator
- Pandas, Numpy, Sklearn, Matplotlib, Seaborn, Xgboost.
- Economics concepts
- Multivariate Calculus
- Optimization
Demand curves simulator
Real Estate Price Forecaster
Real Estate Forecaster
- Set up virtual env, dependencies and repo.
- Data Engineering
- Data pre-process (Pandas, Numpy)
- EDA (Pandas, Matplotlib)
- Inferential Statistics (Pandas, Numpy)
- Encoding: TargetEncoding, StandardScaler. GeoHash. (Sklearn, Numpy).
- Feature extraction from Lat/Lng (API integration)
- Feature importance
- XGBoost regressor.
- Save the model.
- Streamlit app for the demo.
Key Text extraction from documents
Text extraction
- OCR: Google Vision
- Reconstruct the document
- NER: Spacy
- Natural Language Processing
Topic
Director of ACU Study Abroad Uruguay
Ventures
Entrepreneur
Online
Business
Math Academy
Live it Study Abroad
Researcher
Skills
Speaker
20 conferences 10 countries
2 Masters students
1 PhD student
10 Research papers
Head of Data
"Transform Data into Money"
"Agility to transform as markets demands"
Head of Data
Data Science & AI
Economics
Velocity
Team
Player
Leadership
Software Engineering
Visualization & Recommendations
Business
Knowledge
Data Engineering
Research
Management
Data security
Communication
THE SANDBOX
A virtual world where players can build, own, and monetize their gaming experiences.
THE SANDBOX
When I was a kid I had a friend who told me: "I wish I could get paid to play video games"
Blockchain & Web3
SKILLS & ACHIEVEMENTS
SKILLS
PhD Mathematics
Summa Cum Laude
Python OOP
Pandas
Numpy
Scipy
Matplotlib
Seaborn
Sklearn
Xgboost
Bronze medal in National Math olympiads
Masters in Management
English (fluent)
Management
Leadership
Decision Making
Problem Solving
Docker
Postgresql
SqlAlchemy
Git/Github
Scrapy
Natural Language Processing tools
Pytorch
Torchvision
PySpark
Convolutional Neural Networks
Classical Time Series analysis
Optimization
Discrete Choice Models
Azure
Databricks
Scrum
INITIAL STRATEGIES
STRATEGY
MANAGEMENT
THE POSITION & THE BUSINESS
C-LEVELS, TEAM, EXTERNALS.
MEETINGS
MANAGEMENT
LOTS OF READING & QA
LEARN
COME UP WITH IDEAS
BRAINSTORM
GOALS SETTING, KPIs
GOALS
TECH
KNOW HOW
DATA SCIENCE, AI, ANALYTICS
MODELS
TECH
DATA & SOFT ENG, SECURITY
INFRA
TECH CAPABILITIES
TEAM
HARDWARE, SOFTWARE, CLOUD
EQUIPMENT
LEARN
TECH & RESEARCH MEETINGS, TRACKS
TECH
CONTINUOUS LEARNING
SOFT MEETINGS, TRACKS
SOFT SKILLS
BLOCKCHAIN & METAVERSE OPS
BUSINESS
MATH, ECONOMICS, STATISTICS, ML, NNs
FOUNDATION
IDEAS MANAGEMENT
IDEAS MGMT
GENERATE
CULTURE
SYSTEM
IMPLEMENT
EVALUATE