# 🔷 ANDRES VERA FIGUEROA ### AI/ML Engineer • Data Scientist • Enterprise AI Architect

### 🌐 Connect With Me [![LinkedIn](https://img.shields.io/badge/LinkedIn-0A66C2?style=for-the-badge&logo=linkedin&logoColor=white&labelColor=0a1929)](https://linkedin.com/in/andresverafigueroa) [![Email](https://img.shields.io/badge/Email-EA4335?style=for-the-badge&logo=gmail&logoColor=white&labelColor=0a1929)](mailto:andresvera.marketing@gmail.com) [![GitHub](https://img.shields.io/badge/GitHub-181717?style=for-the-badge&logo=github&logoColor=white&labelColor=0a1929)](https://github.com/andresveraf) [![Twitter](https://img.shields.io/badge/Twitter-1DA1F2?style=for-the-badge&logo=twitter&logoColor=white&labelColor=0a1929)](https://twitter.com/andresveraf) ---

--- ## 🧠 About Me **Data Scientist & AI Engineer** building intelligent systems that turn messy business problems into measurable results. Specialist in **Agentic AI**, **LLMs & RAG Systems**, and **RPA automation** that reduce manual work and drive operational excellence. From analysis to production-grade deployment. **Core Competencies:** - 🤖 **Agentic AI & LLMs** — RAG systems, prompt engineering, multi-agent workflows - 🔄 **RPA & Automation** — Web scraping, process optimization, operational automations - 📊 **Machine Learning** — Feature engineering, forecasting, classification, segmentation - 💾 **Data Products** — KPI design, analytics dashboards, decision support systems - 🚀 **Production ML** — Deployment, monitoring, A/B testing, model lifecycle management --- ## 💻 Tech Stack

### 🐍 Languages & Core ![Python](https://img.shields.io/badge/Python-3776AB?style=for-the-badge&logo=python&logoColor=white) ![SQL](https://img.shields.io/badge/SQL-336791?style=for-the-badge&logo=postgresql&logoColor=white) ![R](https://img.shields.io/badge/R-276DC3?style=for-the-badge&logo=r&logoColor=white) ![JavaScript](https://img.shields.io/badge/JavaScript-F7DF1E?style=for-the-badge&logo=javascript&logoColor=black) ### 🤖 AI & LLMs ![OpenAI](https://img.shields.io/badge/OpenAI-412991?style=for-the-badge&logo=openai&logoColor=white) ![Anthropic](https://img.shields.io/badge/Claude-CBACDE?style=for-the-badge&logo=data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMTAwIiBoZWlnaHQ9IjEwMCIgdmlld0JveD0iMCAwIDEwMCAxMDAiIGZpbGw9Im5vbmUiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyI+PGNpcmNsZSBjeD0iNTAiIGN5PSI1MCIgcj0iNTAiIGZpbGw9IiNDQkFDREUiLz48L3N2Zz4=&logoColor=black) ![LangChain](https://img.shields.io/badge/LangChain-1C3C3C?style=for-the-badge&logo=chainlink&logoColor=white) ### 🧠 ML & Deep Learning ![TensorFlow](https://img.shields.io/badge/TensorFlow-FF6F00?style=for-the-badge&logo=tensorflow&logoColor=white) ![PyTorch](https://img.shields.io/badge/PyTorch-EE4C2C?style=for-the-badge&logo=pytorch&logoColor=white) ![Scikit--Learn](https://img.shields.io/badge/Scikit--Learn-F7931E?style=for-the-badge&logo=scikit-learn&logoColor=white) ![XGBoost](https://img.shields.io/badge/XGBoost-003366?style=for-the-badge&logo=data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCI+PHBhdGggZmlsbD0id2hpdGUiIGQ9Ik0xMiAyQzYuNDggMiAyIDYuNDggMiAxMnM0LjQ4IDEwIDEwIDEwIDEwLTQuNDggMTAtMTAtNC40OC0xMC0xMC0xMHptMCAxOGMtNC40MiAwLTgtMy41OC04LThzMy41OC04IDgtOCA4IDMuNTggOCA4LTMuNTggOC04IDh6Ii8+PC9zdmc+) ![LightGBM](https://img.shields.io/badge/LightGBM-7FC97F?style=for-the-badge&logo=gradient&logoColor=white) ### 🔄 RPA & Automation ![UiPath](https://img.shields.io/badge/UiPath-FF6B35?style=for-the-badge&logo=uipath&logoColor=white) ![Selenium](https://img.shields.io/badge/Selenium-43B02A?style=for-the-badge&logo=selenium&logoColor=white) ![BeautifulSoup](https://img.shields.io/badge/BeautifulSoup-1DBF73?style=for-the-badge&logo=beautifulsoup&logoColor=white) ### 📊 Data Processing ![Pandas](https://img.shields.io/badge/Pandas-150458?style=for-the-badge&logo=pandas&logoColor=white) ![NumPy](https://img.shields.io/badge/NumPy-013243?style=for-the-badge&logo=numpy&logoColor=white) ![SciPy](https://img.shields.io/badge/SciPy-0C55A5?style=for-the-badge&logo=scipy&logoColor=white) ### 🗄️ Data & Databases ![PostgreSQL](https://img.shields.io/badge/PostgreSQL-336791?style=for-the-badge&logo=postgresql&logoColor=white) ![MongoDB](https://img.shields.io/badge/MongoDB-47A248?style=for-the-badge&logo=mongodb&logoColor=white) ![BigQuery](https://img.shields.io/badge/BigQuery-669DF6?style=for-the-badge&logo=google-cloud&logoColor=white) ![Elasticsearch](https://img.shields.io/badge/Elasticsearch-005571?style=for-the-badge&logo=elasticsearch&logoColor=white) ### ☁️ MLOps & Cloud ![Docker](https://img.shields.io/badge/Docker-2496ED?style=for-the-badge&logo=docker&logoColor=white) ![Kubernetes](https://img.shields.io/badge/Kubernetes-326CE5?style=for-the-badge&logo=kubernetes&logoColor=white) ![AWS](https://img.shields.io/badge/AWS-FF9900?style=for-the-badge&logo=amazon-aws&logoColor=white&labelColor=232F3E) ![GCP](https://img.shields.io/badge/Google%20Cloud-4285F4?style=for-the-badge&logo=google-cloud&logoColor=white) ### 📈 Visualization & BI ![Tableau](https://img.shields.io/badge/Tableau-E97627?style=for-the-badge&logo=tableau&logoColor=white) ![Power%20BI](https://img.shields.io/badge/Power%20BI-F2C811?style=for-the-badge&logo=power-bi&logoColor=black) ![Plotly](https://img.shields.io/badge/Plotly-3F4F75?style=for-the-badge&logo=plotly&logoColor=white) ![Matplotlib](https://img.shields.io/badge/Matplotlib-000000?style=for-the-badge&logo=python&logoColor=white)

--- ## 📈 Expertise Matrix

``` ┌─────────────────────────────────────────────────────────────┐ │ CORE COMPETENCIES │ ├─────────────────────────────────────────────────────────────┤ │ │ │ Agentic AI & Multi-Agent ███████████████░░░░░ 95% │ │ RAG Systems & Prompt Eng ███████████████░░░░░ 95% │ │ RPA & Web Automation ███████████████░░░░░ 95% │ │ LLM & Generative AI ███████████████░░░░░ 95% │ │ Machine Learning ████████████░░░░░░░ 90% │ │ Feature Engineering █████████████░░░░░░ 95% │ │ Data Pipeline Design ██████████░░░░░░░░░ 85% │ │ SQL & Database Systems █████████████░░░░░░ 95% │ │ Analytics & KPI Design ████████████░░░░░░░ 90% │ │ Model Deployment ██████████░░░░░░░░░ 85% │ │ │ └─────────────────────────────────────────────────────────────┘ ```

--- ## 🎯 Work Areas

### Specialized Solutions | Area | Description | Technologies | |------|-------------|--------------| | **🤖 Agentic AI Systems** | Multi-agent workflows, RAG pipelines, prompt engineering for autonomous decision-making | Python, LangChain, OpenAI, Claude API | | **🔄 RPA & Automation** | End-to-end process automation, web scraping, compliance monitoring, KPI tracking | Python, Selenium, BeautifulSoup, UiPath | | **📊 Analytics & Data Products** | KPI dashboards, business intelligence, data storytelling for stakeholder alignment | SQL, Tableau, Power BI, Python | | **🧠 Machine Learning** | Forecasting models, classification systems, customer segmentation, performance optimization | TensorFlow, PyTorch, Scikit-learn, XGBoost |

--- ## 🔬 Key Achievements

**🤖 Agentic AI & Automation Impact** - Deployed multi-agent AI systems reducing manual workflows by 85% - Built RAG pipelines that improved response accuracy by 40% - Implemented RPA automations handling 10K+ transactions daily - Reduced operational costs by 60% through intelligent automation **📊 Analytics & Data Products** - Designed KPI dashboards enabling faster stakeholder decision-making - Built ML models with 30-40% improvement in prediction accuracy - Created data storytelling frameworks that aligned teams on strategy - Processed and analyzed 1M+ records daily with real-time insights **🚀 Enterprise Delivery** - Deployed 20+ intelligent systems from prototype to production - Achieved 99.9% uptime on mission-critical automation workflows - Mentored teams on AI/ML best practices and operational excellence - Generated $500K+ in measurable business value through data-driven solutions

--- ## 📚 Current Focus Areas

- 🤖 **Agentic AI Systems** - Building autonomous agents and multi-agent workflows for enterprise - 🔄 **RPA & Process Automation** - End-to-end automation solutions that reduce manual work - 📊 **Analytics for Decisions** - KPI dashboards and data storytelling that drive alignment - 🧠 **RAG & LLM Applications** - Production-grade AI systems with retrieval-augmented generation *[Visit my portfolio](https://andresveraf.netlify.app) for detailed case studies and live projects*

--- ## 🏆 Certifications & Recognition

- **Advanced Machine Learning** - Specialized in Production ML Systems - **Data Science & Statistical Methods** - Expert-level analytics - **Cloud Architecture** - AWS & GCP certifications - **MLOps & Model Deployment** - Kubernetes & containerization expertise

--- ## 📊 GitHub Activity

![Profile Views](https://komarev.com/ghpvc/?username=andresveraf&color=0099ff&style=flat-square) **Key Statistics:** - 🔧 Building intelligent systems and data pipelines - 📈 Focus on production-grade ML solutions - 🎓 Continuous learning in AI/ML frontier - 💼 Enterprise AI & Data Science specialist

--- ## 🎨 Design Philosophy This profile showcases: - ✨ **Modern Glassmorphism Design** - Black background with gradient blue accents - 🎯 **AI/ML Focus** - Specialized expertise visualization - 📊 **Data Science Specialization** - Technical depth and breadth - 💎 **Enterprise Grade** - Production-ready, professional presentation - 🚀 **Innovation-First** - Cutting-edge technologies and methodologies --- ## 💬 Let's Connect

[![Portfolio](https://img.shields.io/badge/Portfolio-00d4ff?style=for-the-badge&logo=globe&logoColor=white)](https://andresveraf.netlify.app) [![LinkedIn](https://img.shields.io/badge/LinkedIn-0A66C2?style=for-the-badge&logo=linkedin&logoColor=white)](https://linkedin.com/in/andresveraf) [![WhatsApp](https://img.shields.io/badge/WhatsApp-25D366?style=for-the-badge&logo=whatsapp&logoColor=white)](https://wa.me/56992595854) [![Email](https://img.shields.io/badge/Email-EA4335?style=for-the-badge&logo=gmail&logoColor=white)](mailto:andresvera.marketing@gmail.com) [![Twitter](https://img.shields.io/badge/Twitter-1DA1F2?style=for-the-badge&logo=twitter&logoColor=white)](https://twitter.com/andresveraf) **I'm open to opportunities in:** - 🤖 Agentic AI & LLM Product Development - 🔄 RPA & Enterprise Automation Leadership - 📊 Chief Data Officer / VP Analytics Roles - 🚀 AI Engineering & Data Science at Scale

machine-learning-articles

Machine learning articles