profile sourced from GitHub
Scouting report
Applied ML researcher — CNNs, audio, geospatial
assessed from open-source footprint
Daniel is a genuine data/ML practitioner from Havana University: his Past2Polygon project trains CNNs to digitize historical maps, and a bioacoustics study analyzes frog-song choruses via mel spectrograms — real research, not tutorials. Output is steady (near-perfect consistency, 34 merged PRs) though stars are low (max 4★) and recent commit volume is light at 21. A thoughtful ML/research-oriented hire for teams valuing depth over flash.
Authorship & open source
What they build
Industry experience
- Data, ML & AI
- Education & EdTech
- Climate & Sustainability
Signal breakdown
15
top repo 4
23
30% forks
41
4 yr
3
Active
4% stale
Strengths
- Verified author — wrote 100% of commits on Identifying-Colines.-JCE-MatCom
- 34 merged pull requests
- Original builder — 23 of their own repositories
- Ships to production — 3 live demos
- Consistently active, low abandonment
- Data / ML focus with Backend
- Domain experience in Data, ML & AI & Education & EdTech
About
Skills
- TeX
- Jupyter
- Python
- C#
- Prolog
- C
- Machine Learning
- Mel Spectrogram
Featured work
Past2Polygon ML Project
A Machine Learning project for georeferencing and digitizing maps of Havana from the RDOH. Label processing, CNN training, segmentation, vectorizatio…
- C
- Cnn
- Digitalization
- Georreferencing
- Heatmap
by Daniel Machado Pérez
Identifying Colines JCE MatCom
Research on the structure of the song choruses of the frog species Eleutherodactylus eileenae. Obtaining song sequences.
- Jupyter
- Audio Processing
- Cross Correlation
- Frequency Analysis
- Mel Spectrogram
by Daniel Machado Pérez
P2P Chat Distributed Systems Project
A distributed system for a peer to peer messaging application. Visual interface with Streamlit for the clients and with Flask for the servers. Projec…
- Python
- Chord Protocol
- Distributed Systems
- Docker
- Flask
by Daniel Machado Pérez
Energy Distribution Network Optimization DAA Project
Strategies for solving a power system network planning problem through greedy strategies, using dynamic programming and flow approximation algorithms…
- TeX
- Dynamic Programming
- Flow
- Greedy
- Min K Cut
by Daniel Machado Pérez
AI Simulation Project 2024
A simulator of an electrical system with agents with BDI architecture, fuzzy logic, genetic algorithm and communication with an LLM
- Jupyter
- Bdi
- Fuzzy Logic
- Genetic Algorithm
- Llm
by Daniel Machado Pérez
Israeli Palestinian Conflict Statistics Project
An investigation and statistical analysis of the Israeli-Palestinian Conflict in the period between 2000 and September 2023 through a dataset on Kagg…
- Jupyter
- Israel
- Palestine
- Statistics
- Warzone
by Daniel Machado Pérez