Professional Experience
Generative AI Tech Lead · Contractor · USA (Remote)
- Led design and development of PoCs, MVPs, and strategic proposals leveraging Generative AI
- Directed cross-functional teams delivering advanced analytics, ML solutions, and AI-driven insights
- Spearheaded initiatives for automated content generation, conversational agents, and personalized recommendations
Python · PySpark · AWS SageMaker/Bedrock · Azure OpenAI · LangChain · LlamaIndex · RAG · LLMs
Data Scientist / Data Analyst · Contractor · USA (Remote)
- Executed efficient ETL processes and exploratory data analysis for actionable insights
- Ensured data integrity through Data Governance & Data Quality frameworks
- Implemented NLP solutions and led RAG Proof of Concepts
PowerBI · PySpark · Azure Synapse · Azure ML · NLP · PyTorch · TensorFlow · Collibra
Founder & CEO · Independent AI Consultant
- Established and leads Simgular as a boutique AI consultancy ("company of one")
- Designed and implemented ML, NLP, and Generative AI solutions (RAG, AI agents)
- Built scalable solutions on AWS and Azure, including LLM-based applications
- Full lifecycle ownership — from client engagement to delivery and optimization
Python · Generative AI · RAG · NLP · Data Analytics · AWS · Azure · AI Agents
Data Analyst Consultant · Contractor · Bolivia (Remote)
- Created comprehensive PowerBI dashboards for UNICEF Bolivia programs
- Designed KPI tracking systems to monitor program effectiveness
PowerBI · Excel · SQL · Data Modeling · DAX
Data Analyst · Contractor · New York, USA
- Implemented NLP semantic similarity analysis on UNICEF project documents
- Developed PowerBI dashboard for staff travel optimization
- Enhanced progress report analysis using advanced NLP techniques
PowerBI · Python · NLP (NLTK, SpaCy, Gensim, Transformers) · Keras · TensorFlow
Senior Data Manager · Sucre, Bolivia
- Led company-wide PowerBI adoption with dashboards for production, quality, and planning
- Created cost analytics dashboards across the cement production supply chain
- Managed data integration and ETL for a Green Field Cement Plant project
PowerBI · Qlik · PostgreSQL · Python · SharePoint
Education
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Master in Advanced & Applied Artificial IntelligenceUniversitat de Valencia · 2021–2022
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Data Scientist NanodegreeUdacity · 2021–2022
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Business Intelligence SpecializationUTBA · 2014
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Free Software University MasterUniversitat Oberta de Catalunya · 2009–2010
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System EngineeringUSFX de Chuquisaca · 2001–2005
Certifications
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AWS Certified AI PractitionerAmazon Web Services · Sep 2024
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Azure AI FundamentalsMicrosoft · Jun 2024
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Machine LearningCoursera / Stanford Online · Jul 2021
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Applied Data Science with PythonCoursera / University of Michigan · Apr 2021
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Reproducible Research · EDA · R ProgrammingCoursera / Johns Hopkins · 2015–2016
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Pattern Discovery in Data MiningCoursera / University of Illinois · Mar 2015
Skills
Data VisualizationPowerBI · Qlik · Tableau · Matplotlib · Plotly · Seaborn
ProgrammingPython · R · SQL · Java · REST API
Machine LearningTensorFlow · Keras · PyTorch · Scikit-Learn · Azure ML · SageMaker
Cloud & Big DataAWS Bedrock · Azure AI Services · Azure OpenAI · AWS AI Services
NLPNLTK · spaCy · Gensim · Transformers
Generative AILangChain · LlamaIndex · RAG · Fine-Tuning · Agents · CrewAI · LangGraph · LLMs
MLOps / DevOpsGit · Docker · CI/CD pipelines
UI / UXStreamlit · Gradio
DatabasesAzure SQL · PostgreSQL · Vector Databases
Notable Projects
🧠 Neural Dojo Founder
Community blog on Data Science, ML & AI, fostering knowledge sharing and ethical AI applications
🏆 Coursera Specializations
Machine Learning (Stanford) & Applied Data Science with Python (Univ. of Michigan)
💻 Open Source Contributions
ML and AI projects on GitHub: sentiment analysis, facial expression recognition, weather classification
Languages
🇬🇧
English
Professional Working Proficiency