I am a Machine Learning and Deep Learning Engineer, working and experimenting with NLP models for text classification and analysis. Humor documents are a funny area for experiments, I am working on it! I am a Blockchain Developer and Quantum computing Enthusiast. I am working and researching on some projects using Solidity for Ethereum and Hyperledger for blockchain Dapps, and Qiskit for Quantum algorithms development.

• NLP field applied to documents classification! Funny jokes classifications and generation experiments, and some work in the legal and financial domain. Using GPT-3 and knowledge graphs to improve information retrieval.
• Doing progress with crypto-trading system using predictive models.
• Building some Dapps with Solidity for pet’s care fundraising.
• Designing some innovative services in the Govtech area, doing government digital services easier and cheaper.

• Artificial Intelligence research oriented in the NLP field. Sentiment and humor detection are interesting areas.
• Quantum computing applications for Machine Learning.
• Blockchain Dapps and platforms.

with some nice project related to pet’s care, food waste and quality improvement, equality and inclusivity, and environment. If you know about something interesting, I have some time to work on it!

I am not good with social media! But if you want to know something about my professional track please check my LinkedIn account. https://www.linkedin.com/in/fer-bonilla/

Soon my personal page…..!

Spanish dataset for jokes classification and scoring prediction. The project include:

• Web scrapping for joke text collection (Python)
• Admin web app for text tagging, categorization, scoring and evaluation. (Python Django)
• Android App for user to read and score the jokes. (Android)
• BERT based model for text classification. (Python)
• BERT + GAN for conditional jokes generation. (Python)

Text analytics for more than 3 million documents for government biddings.

• Public databases used from datosbiertos.gov.co Colombian portal.
• Web scraping tools for extended information
• Text analysis to identify general topics in the contract’s description using BETO (Spanish BERT Model)
• Dash development for visualization and analysis (Dash + Python)
• OCR for information extraction from public contracts (Tesseract)
• Graph analysis for contractors (NetworkX + Python)

Colombia Oil and Gas production prediction with regression models.

• EDA using Python notebooks.
• Azure Data Factory for data load and preprocessing.
• Azure ML studio and Auto ML scripting development
• Data visualization with Tableau and PowerBI

• Bitcoin trading agent using Deep Learning ReAgent and Dopamine
• Bitcoin and Ethereum price charts detection (Pytorch)
• Price prediction with (Pytorch)
• Web scrapper with bitcoin related news (Python)

• Basic blockchain: Blockchain model based in node.js and Level DB with basic functionalities: Transactions, Transactions validations, UTx handling, Block validation, Block Mining, and messages with REST API.
• Pets care Dapp in Ethereum: Dapp for Pets identity and heath records management using Solidity smart contracts, Web3, Vue.js and Infura.
• Emeralds supply chain: Dapp example for emeralds supply chain management with solidity smart contracts, Web3, react and Infura.
• Course enrrollment and management: Dapp for course enrollment, payment, atendance controlling and certification for online courses using Solidity smart contracts, Web3, react and Infura.
• Flight delay insurance: Dapp project for flight delay insurance based in solidity oracles. Developed with Solidity smart contracts, Web3, react and Infura.

• Quantum deep learning using Qiskit
• Quantum criptography
• Quantum reinforcement Learning Implementation

• Deep Learning specialization
• GAN specialization
• NLP specialization
• AI for medicine
• Data Engineering with Google Cloud
• IBM Machine Learning Professional Certificate
• Google IT Automation with Python Professional Certificate
• Machine Learning with TensorFlow on Google Cloud Platform Specialization

Courses:

• Machine Learning
• Congnitive neurociencies
• Computational perception
• Research in Artificial Intelligence
• Reasoning and Automatic Planning
• Artificial cognitive systems
• Natural Language Processing

• NLP Nanodegree
• Deep Learning Nanodegree
• Deep Reinforcement Learning Nanodegree
• Machine Learning Nanodegree
• Artificial Intelligence Nanodegree
• Data Engineering Nadodegree
• Data Streaming Nanodegree
• Data Architect Nanodegree
• Azure DevOps Nanodegree
• Blockchain developer Nanodegree
• AWS Machine Learning
• Devops Machine Learning

• Artificial Intelligence (AI) Professional Certificate

• IBM Qiskit Summer School
• Quantum Computing fundamentals MIT-X
• Qubit by Qubit Introduction to Quantum Computing with IBM Quantum
• IBM Quantum MAchine Learning Summer School
• Quantum educator workshop - Google Quantum AI
• Quantum computing foundations - Microsoft

• Solidity developer
• Solidity Developer Bootcamp 2021
• Linux fundation Hyperledger Fabric development
• Cardano Plutus Smart Contracts development
• Polkadot Substrate Blockchain developer
• Hyperledger Besu Essentials Certification
• Iota Developer

• Scrum
• Kanban
• SAFE
• PMI-ACP
• Nexus
• LESS
• Design Thinking
• LEAN Sixsigma

• Arcitura DevOps certification
• DevOps Institute
• Microsoft Azure DevOps
• DASA DEVOPS Foundamentals

• DP-900 Microsoft Certified: Azure Data Fundamentals
• AI-900 Microsoft Certified: Azure AI Fundamentals
• AZ-900 Microsoft Certified: Azure Fundamentals
• DP-100 Microsoft Certified: Azure Data Scientist Associate
• DP-203 Microsoft Certified: Azure Data Architect

• PhD (Candidate) Computer Science.
• Blockchain and Digital Cryptocurrencies Master
• Artificial Intelligence Master
• MBA - Innovation management
• Agile project Management Diploma
• Technology management PGP
• Computer Science B.S.