AI automation | Claude & AI integration | 10–100 person businesses. I find $100K–$500K/year in operational waste. $5K/month guaranteed. 300+ projects. Top 1% Expert-Vetted. 100% Job Success Score. If your team spends more time on admin than revenue work — and your tools don't talk to each other, that's exactly what I fix. I build Claude AI agents and n8n workflow automation systems to replace the manual chaos. I don't take generic coding projects. ━━━━━━━━━━ 𝗠𝗬 𝗕𝗔𝗖𝗞𝗚𝗥𝗢𝗨𝗡𝗗 I've been part of 8 businesses. Scaled one to 7 figures. I'm not a developer who read a business book, I'm a business operator who learned to build technology because I got sick of paying consultants $200/hr to configure tools that did 70% of what I needed. I build with Claude Code, n8n and Supabase. The same stack I've used across 300+ client engagements. ━━━━━━━━━━ 𝗪𝗛𝗬 𝗧𝗛𝗜𝗦 𝗠𝗔𝗧𝗧𝗘𝗥𝗦 𝗥𝗜𝗚𝗛𝗧 𝗡𝗢𝗪 AI has dropped custom software costs by 50%+ in the last 18 months. The SaaS model is breaking. Look at HubSpot's share price. Look at Salesforce. The market already knows. You can now own a platform built specifically for your business — your data, your workflows, your Claude AI agents — for less than you'd pay in annual SaaS subscriptions to tools that don't even talk to each other. Custom is now cheaper than SaaS. The math has flipped. ━━━━━━━━━━ 𝗧𝗛𝗘 𝗧𝗥𝗔𝗖𝗞 𝗥𝗘𝗖𝗢𝗥𝗗 ✓ Top 1% on Upwork — Expert-Vetted (fewer than 1% of freelancers) ✓ 60+ projects delivered personally over 5 years ✓ APG Software: 300+ projects delivered ✓ Co-founded by two operators who run real businesses ✓ 200,000+ YouTube views teaching Claude, AI automation, and n8n ✓ 6,100+ YouTube subscribers — @AdamGoodyer ✓ Monday partner · Make partner · HubSpot partner ✓ "We did it at well under budget and well within timeframes." — Gavin Tye, Founder, Deal Buddy ━━━━━━━━━━ 𝗧𝗛𝗘 𝗢𝗣𝗘𝗥𝗔𝗧𝗜𝗢𝗡𝗔𝗟 𝗔𝗨𝗗𝗜𝗧 What you get: ✅ Full Operational Audit Document (15–20 pages) — $5,000 value ✅ AI & Automation Opportunity Map — $3,000 value ✅ ROI Projection & Savings Report — $2,000 value ✅ Priority Matrix (what to fix first) — $1,500 value ✅ One Claude AI agent or automation implemented in week 1 — $2,500 value ✅ 30-minute strategy walkthrough call — $1,000 value 🛡 𝗧𝗵𝗲 𝗴𝘂𝗮𝗿𝗮𝗻𝘁𝗲𝗲: if we don't find at least $5,000/month in operational savings, you pay nothing. Full refund. You keep every deliverable. The audit takes 2–4 weeks. We do the heavy lifting — all we need is 5–15 hours of your team's time. We guarantee to find at least $5,000/month in savings so the audit is effectively free. ━━━━━━━━━━ 𝗧𝗛𝗘 𝗠𝗔𝗧𝗛 A 20-person team losing 10 hours per week to manual processes at $50/hr blended rate = $520,000/year in waste. By the time you go to sleep and wake up tomorrow, you've already paid for this audit from the waste you stopped. ━━━━━━━━━━ 𝗜𝗦 𝗧𝗛𝗜𝗦 𝗙𝗢𝗥 𝗬𝗢𝗨? This works best if you have: → 10+ employees → $500K+ revenue → 10+ hours/week per person lost to manual processes, spreadsheets, or disconnected tools → A decision-maker who's ready to act — not browse ━━━━━━━━━━ 𝗡𝗘𝗫𝗧 𝗦𝗧𝗘𝗣 📩 Message me with one line about your business and your biggest operational headache. I'll tell you within 24 hours whether the audit makes sense — and if it doesn't, I'll tell you that too. No pitch. No pressure. Just clarity.

With 14 years of software development experience, I specialize in Artificial Intelligence, Large Language Models (LLMs), Machine Learning (ML), and AI-powered cloud solutions. My expertise spans across LLM integration, Natural Language Processing (NLP), AI-driven automation, Recommendation Systems, OCR technologies, designing and optimizing scalable high-performance backend systems using Java (Spring Boot, Spring Batch), Python (Flask, FastAPI), and NGINX while ensuring robust cloud infrastructure on AWS. AI & Machine Learning Expertise - LLMs & NLP – OpenAI GPT, Anthropic Claude Sonnet, Google Vertex AI, Hugging Face BERT, Transformer Models - Conversational AI – Chatbots, Virtual Assistants, AI-driven customer support - Text Analytics & Search – Named Entity Recognition (NER), Text Summarization, Sentiment Analysis, Semantic Search - Recommendation Systems – AI-driven industry classification & harmonization of company codes (NAICS, SIC) - OCR & Document AI – AI-powered text extraction from handwritten notes & scanned documents using AWS Textract - Data Science & Deep Learning – Feature Engineering, Model Fine-tuning, Predictive Analytics - AI Automation & Optimization – Intelligent Process Automation (IPA), AI-based Data Processing Pipelines Programming & Tech Stack - Python – TensorFlow, PyTorch, Scikit-learn, FastAPI, OpenCV, Numpy, Pandas - Java – Spring Boot, Microservices, RESTful APIs, Apache Spark - ML Frameworks & Libraries – Transformers, LangChain - Vector Databases & Embeddings – PGVector, Pinecone - Data Engineering – Data Preprocessing, Feature Engineering, ETL Pipelines AWS Cloud & AI Services - AWS Lambda – Serverless AI automation - AWS SageMaker – AI model training, fine-tuning, and deployment - Amazon DynamoDB & RDS – High-performance NoSQL & SQL solutions - Amazon Bedrock – LLM deployment & inference at scale - Vector Search & Embeddings – Knowledge Graphs, Context-Aware AI - AWS Textract – AI-powered OCR solutions for structured & unstructured data Backend & API Development Expertise - Java & Spring Frameworks – Spring Boot, Spring Batch, Microservices, REST APIs - Python Web Frameworks – Flask, FastAPI, API Development & Optimization - NGINX – High-performance API routing, Load balancing, and Reverse Proxy setup - Scalable & Secure API Development – GraphQL, RESTful APIs, Authentication, Role-Based Access Control (RBAC) AWS Cloud & Infrastructure as Code (IaC) - AWS VPC – Secure networking, private and public subnet management - AWS Lambda – Serverless computing for high-performance applications - AWS EC2 & Elastic Load Balancing (ELB) – Scalable compute instances & optimized traffic distribution - AWS Aurora & ElastiCache – High-availability databases & caching for optimized performance - AWS EFS – Scalable storage solutions for distributed applications - AWS API Gateway & Cognito – Secure API management & user authentication - Infrastructure as Code (IaC) – Terraform, AWS CloudFormation for automated deployment & scalability Database & Big Data Expertise - Relational Databases: MySQL, PostgreSQL (including Pgvector for vector search & AI applications) - NoSQL & Search Databases: DynamoDB, OpenSearch (formerly Elasticsearch) - Big Data Processing: Hands-on experience with large-scale data processing, optimization, and querying Why Work With Me? - AI-powered automation – Automating workflows, AI-driven decision-making - LLM & NLP Expertise – From chatbots to AI-based text analysis & search engines - End-to-End AI Development – Data preprocessing, model selection, fine-tuning, and deployment - Cloud-Optimized Solutions – Scalable AI architectures using AWS and vector databases - AI-Driven Recommendation Engines – Industry-specific AI models for classification & personalization Let's collaborate to build cutting-edge AI solutions that transform businesses! Contact me today to discuss your next AI project!

I'm a ML engineer with year's of experience working in Agentic AI, HIPAA AI, and AI SaaS products. Our AI agency builds production AI agents — on mobile, on-prem, in the cloud, and in austere environments. As an AWS-Certified, Expert-Vetted ML engineering team, we go beyond delivery: we deploy, monitor, and operate AI systems that actually hold up under real-world conditions. Whether you need a single agent deployed in a week or a full AI/ML product built from the ground up, we match the engagement to your goals. ⚡️ What We Build ▶︎ OpenClaw AI Agent Deployment & Managed Operations The fastest path to a production-ready AI agent for your business — security-hardened, memory-enabled, and built for real operations, not demos. - Dedicated hardware or cloud deployment (Docker, Tailscale VPN, egress filtering) - Custom agent personality engineering — reasoning partners, not yes-machines - Persistent cross-session memory and long-term knowledge retention - Multi-agent systems with isolated credentials, memory, and access scopes - OWASP 2026 agentic security compliance: audit trails, kill switches, rate limiting, prompt injection defense - Ongoing managed operations — we run agents in production for our own business, so we deploy what we trust ▶︎ Custom AI & LLM Development - LLM Fine-Tuning using LoRA, QLoRA, and full parameter fine-tuning - Retrieval-Augmented Generation (RAG) with custom embeddings - AI agent orchestration (LangChain, AutoGen, CrewAI) - Causal AI and inference modeling for strategic business decisions - Sentiment analysis, NER, topic modeling, time-series forecasting ▶︎ ML Systems & Data Engineering - End-to-end ML pipelines on AWS SageMaker, GCP Vertex AI - Fraud detection, recommendation engines, churn prediction - Intelligent document processing (LlamaParse, LlamaIndex, OCR) - Scalable ETL/ELT and event-driven data architectures - MLOps with monitoring, explainability, and CI/CD built in ▶︎ Deep Learning & Computer Vision - TensorFlow, PyTorch, Keras — CNNs, RNNs, Transformers - Object detection (YOLO, OpenCV), image classification - Real-time inference APIs and computer vision pipelines ▶︎ Regulated Industry AI (HIPAA & FedRAMP-Aligned) HIPAA-compliant AI agent deployments with audit trails, access controls, and PHI-aware data handling FedRAMP-aligned cloud architecture (AWS GovCloud, Azure Government) CJIS-compatible data pipelines and secure LLM integrations Security-hardened deployments: egress filtering, isolated credentials, kill switches, prompt injection defense Healthcare AI: EHR/EMR integrations, clinical NLP, patient data pipelines 🛠️ How We Work ▶︎ Discovery & Requirements — Align on goals, constraints, and architecture before writing a line of code. ▶︎ Design & Planning — Technical blueprints and phased milestones, so you always know what's coming next. ▶︎ Agile Sprints — Regular feedback loops, transparent progress, no surprises. ▶︎ Weekly Syncs — Structured check-ins with clear next steps every time. ▶︎ Validated Deliverables — Every milestone ships with acceptance criteria and production-ready assets. 🤝 Who We Work With We're the right team if you're: - A startup or mid-size company ready to put AI agents to work in your business - A technical team that needs senior ML/AI firepower to close a capability gap - An operator who wants AI running reliably in production — not a prototype sitting on a shelf You're not hiring a freelancer. You're gaining a certified AI engineering partner who owns delivery from first conversation to production operation. 📅 Book a consultation — let's scope your agent deployment or AI build-out today.

⭐ "Trayambak has demonstrated absolute mastery of the subject matter. Even though the automation was in Spanish software, he adapted and understood it in record time. Highly, highly recommended." — Recent Client I build intelligent Python automations, reverse-engineer complex systems, and create secure data workflows that save businesses hundreds of manual hours. As a Certified Ethical Hacker (CEH) and ML Specialist, I specialize in building scalable solutions using Python, Machine Learning, cybersecurity practices, and advanced automation technologies. My focus is on creating practical systems that improve efficiency, security, and data-driven decision making. What I can help you with: • Complex Web Automation & API Reverse Engineering • Machine Learning model development and integration • Python backend development and API creation • Data analysis, processing, and visualization • Workflow and business process automation • Cybersecurity analysis and secure system design • AI chatbot development and automation tools • Technical project management for complex software systems I focus on writing clean, scalable, and secure code while delivering reliable solutions that create real business value for clients. If you are looking for someone who can transform technical ideas into working intelligent systems, I would be happy to collaborate with you. Let's talk!

✌️🙂 Hey there! I'm a Generative AI Engineer and AI Researcher passionate about building intelligent systems that push the boundaries of artificial intelligence. My expertise spans deep learning, computer vision, and generative AI, with hands-on experience developing state-of-the-art models for object detection, segmentation, classification, and synthetic data generation. 💡 Whether your data is text, images, 3D models, video, audio, or time-series, I specialize in building, fine-tuning, and deploying AI solutions that drive real-world impact. 🏆 Why Work With Me? ✅ Custom AI Solutions – From foundation models to fine-tuned applications, I create AI-powered systems tailored to your needs. ✅ Clear Communication & Deliverables – Transparent project workflows, clear expectations, and best practices for deployment. ✅ End-to-End AI Development – Model training, optimization, cloud deployment, and infrastructure setup for scalable AI applications. 🛠 Tech Stack & Expertise Core: Python, Linux/Debian/MacOS, Git, Markdown AI & ML Frameworks: PyTorch, TensorFlow, Keras, OpenCV, Scikit-Learn Generative AI: Stable Diffusion, GANs, VAEs, LLM Fine-tuning, Transformers (Hugging Face) Data Science & Visualization: Pandas, NumPy, Matplotlib, Seaborn, Plotly Web & Cloud: Django, Flask, FastAPI, AWS, GCP, Kubernetes, Docker, PostgreSQL, MongoDB DevOps & MLOps: Airflow, Kafka, RabbitMQ, MinIO S3, Spark, Kubeflow, CI/CD Pipelines 🔥 Featured AI Projects 🧠 AI for Medical Workflows | Sonador Developed real-time AI-driven medical imaging workflows to assist radiologists with automated X-ray analysis, 3D imaging, and diagnosis acceleration. Leveraged deep learning and computer vision to create multi-modal AI systems that enhance diagnostic accuracy. 🖼 AI-Generated Visuals & Synthetic Data for Training Models Built custom GAN-based models for image synthesis, augmentation, and dataset expansion—enabling AI models to generalize better in production environments, particularly in healthcare and industrial applications. 🦠 Chest X-Ray AI | Detecting COVID-19 & Lung Diseases Developed a computer vision model for disease detection from X-rays, assisting radiologists in triaging patients in real-time. Leveraged deep learning classification networks to identify abnormalities with high precision. 🖥 Big Data & AI Ops | High-Performance ML Deployment Engineered bare-metal Kubernetes infrastructure for scalable AI workloads, including LLM fine-tuning, AI inference pipelines, and big data streaming with tools like Kafka, Celery, and RabbitMQ. 📞 Let’s build the future of AI together! Whether you're looking to integrate LLMs, generative AI, or computer vision models, I’m here to help. 🚀 Let's schedule a call and bring your AI project to life!

👋 Hi, I’m a 🏆 ⭐️⭐️⭐️⭐️⭐️Top Rated Python Web Scraping and Data Mining Expert at GroupBWT - a 100-person engineering team delivering scalable, high-accuracy data extraction and web scraping systems since 2009. I specialize in building end-to-end data mining and lead generation pipelines using tools like Python, Selenium, Playwright, and Puppeteer to extract structured information from complex, dynamic, and protected sources. Over the years, I’ve worked on systems where data mining and web scraping are core infrastructure components, not just scripts. We help clients replace spreadsheets, manual monitoring, and unreliable sources with fully automated pipelines delivered into APIs, dashboards, or databases: ✅ Our Python Web Scraping and data mining systems process over 1.5 million URLs per day, with proxy rotation, retry logic, and real-time monitoring. ✅ We reduce reporting delays by 70% using real-time data mining and web scraping pipelines for inventory, pricing, and market tracking. ✅ Our systems collect and structure more than 15,000 news articles weekly using web scraping and data mining pipelines, converting unstructured content into usable insights. 🔁 What I do 📦 Python Web Scraping Data Mining: We build large-scale Python Web Scraping data mining systems that extract structured data from marketplaces, real estate platforms, B2B directories, social networks, and news sources. ✔ Product & Price Monitoring ✔ Competitor Analysis ✔ Business Directory extraction ✔ Lead Generation & Contact Discovery 🧹 Cleaning, Enrichment & Integration We don’t stop at extraction - every data mining and Python Web Scraping pipeline includes cleaning, normalization, deduplication, and enrichment. We turn raw outputs into Data Analyst-ready datasets that integrate with CRMs, BI tools, and internal systems. ✔ Document & Market analysis ✔ Data matching and enrichment ✔ Classification and tagging 📤 Automation & Scalable Delivery We design recurring web scraping data mining pipelines that run daily or hourly with full observability. Every web scraping data mining system includes monitoring, alerts, retries, and structured delivery into APIs, databases, or BI dashboards. ✔ Scheduled web scraping data mining pipelines ✔ Real-time dashboards ✔ Automated reporting feeds ✔ Lead Generation database creation and enrichment ✔ Custom bot developer solutions ✔ Data Analyst-ready dataset 🧾 Data Entry & Data Scraping Support We provide structured Data Entry services: ✔ Lead Generation database creation and enrichment ✔ Data Entry for large-scale scraped datasets into spreadsheets, CRMs, and databases ✔ Data Entry automation for transforming unstructured data scraping outputs into structured records ✔ High-volume Data Entry handling for product, business, and directory information ✔ Data Entry validation to ensure accuracy and consistency across datasets ✔ Semi-automated Data Entry workflows ⚙️ Tech Stack: Languages: Python, JavaScript, PHP Databases: MySQL, PostgreSQL, MongoDB, DynamoDB, MSSQL, Snowflake Frameworks: Scrapy, Twisted, Hadoop, DRF, Laravel, ApacheSpark Containerization: Docker, k8s Message Brokers: RabbitMQ, Redis AWS: EC2, SQS, RDS, S3, Lambda, Gateway, Neptune Libraries: Celery, Puppeteer, NLTK, numpy, pandas, spaCy, TensorFlow, scikit-learn, React-PHP, Keras, sqlalchemy, Gensim, pyTorch RPA & Workflow: Selenium, Playwright, UI automation, Slack/Google Sheets integrations, API workflows, Excel automation Bot Developer: Custom bot developer | data scraper solutions Platform: Databricks, Snowflake, BigQuery, Airflow, DBT, Redshift, Power BI 🧩 SAMPLE WEB SCRAPING & DATA MINING PROJECTS ✅ Built a platform covering 300+ marketplaces using Python Web Scraping and data mining, processing 60M+ records daily ✅ Built pricing intelligence system using data mining and Python Web Scraping across 120+ eCommerce domains ✅ Delivered news intelligence platform powered by web scraping data mining from 80+ global media sources ✅ Built a lead generation platform using Python scraping and web scraping data collection across multiple business directories, generating thousands of verified leads weekly 🤝 Why Clients Work With Us: ✅ Enterprise-Grade Web Scraping & Data Mining Systems 🔹 We build full-scale ecosystems, not scripts - every Python Web Scraping and data mining system includes monitoring, scaling, error recovery, and Data Analyst-ready outputs. 🔹 Clients reduce manual work by up to 60% using automated web scraping data mining pipelines 🔹 Result: 25-35% lower operational costs through stable web scraping data mining infrastructure ✅ Built to Scale 🔹 Systems handle 100M+ pages/month using web scraping data mining architecture 🔹 Designed for horizontal scaling of web scraping data mining workloads 🔹 Real-time updates through scheduled web scraping and data mining execution 🚀 Ready to turn data into structured intelligence using web scraping and data mining? ➡️ Invite me to your job and let’s build your pipeline

Skilled Data Scientist with a Passion for Problem-Solving I am a data scientist with over 5 years of experience crafting and implementing machine learning models using Python. I leverage my expertise in various domains, including signal processing, NLP, LLM development, and deep learning architectures (CNNs, RNNs, LSTMs) to tackle complex challenges and develop innovative solutions. My proficiency extends to diverse data storage systems like SQL and MongoDB and various programming languages beyond Python, such as Java, C++, R, JavaScript, CSS, and HTML. Driven by a passion for extracting valuable insights from data, I excel in Python programming and utilize powerful libraries like Pandas, NumPy, Scikit-learn, and Seaborn. My goal is to empower organizations to make informed decisions and achieve their business objectives through data-driven solutions.

-- Elevate Your Business with Outstanding Robotic Process Automation Services -- • Embark on a transformative journey with me, your premier expert in robotic process automation, where business processes, AI and automation converge to deliver turn-key solutions designed for ease of use and efficiency. - My commitment to excellence - • I work with speed and precision, ensuring timely delivery without compromising on the high standards you deserve. My quick learning ability, meticulous attention to detail, and outstanding communication skills enable me to excel both independently and within team environments. • The code I deliver is not only efficient and organized but also designed with future maintenance in mind. Expect comprehensive documentation, ensuring clarity and ease of use for all stakeholders. • Whether you require .py scripts or executable files, with or without a graphical user interface, for Windows, Linux, or Mac, I deliver customized solutions that meet your specific needs. My software is designed to run seamlessly, even in the system tray to minimize clutter, ensuring a smooth and user-friendly experience. • Fluent in English and French, with basic proficiency in German, Vietnamese, and Spanish, I bring a global perspective to your projects, ensuring effective communication across diverse teams. • My expertise and experience with the following will give you a reason to partner with me: • Python, SQL, Javascript, Rust, N8N, Replit • OpenAI, Google Gemini, Spacy, NLTK, Flask, Openpyxl, FastAPI, Tkinter, Pyside, Pandas, BeautifulSoup, LangGraph, Milvus, Stripe, Paypal, Hugging Face, Chroma, Selenium, Scrapy, Numpy, MatPlotlib, Plotly, Langchain, Python-pptx, Quasar, Vue.js and many other libraries • Google Cloud Platform, AWS, Linux remote admin, VPS deployments • Software architecture and design • Encryption • Reverse Engineering • Contextual RAG development and deployment • MCP development and deployment • Concurrent processing • Should your needs require it, you can rely on me to produce and deploy a custom trained AI model. • Join me in leveraging the power of Python and AI to bring your vision to life with solutions that are not just innovative but truly transformative. My dedication to your success is unmatched, and I am excited to collaborate with you on your next project. Reach out today to start crafting your future success story!

MSc. Data Science (Distinction), BSc. Chemical Engineering (Honours), former New Methods Data Scientist @ NIQ with 9+ years of well-established professional and academic track record. I specialize in machine learning research & model deployment, functional programming, statistical and mathematical computation, and business consulting. I'm highly technical and extremely rigorous while maintaining a personable touch through every client interaction, and have a proven track record in the petrochemical, market research, and consulting sectors. I selectively partner with clients, prioritizing high-profile projects that align with my expertise and pristine standards. ■ SOCIALS ───────────────────── ◉ LinkedIn: /in/pablo-aguirre-nunez ◉ GitHub: github.com/pabloagn ◉ Technical Blog: pabloagn.com ■ METHOD ───────────────────── ◉ I only deliver top-quality work and abstain from requests that trade quality for cheap solutions. ◉ I also abstain from requests that undervalue the task. (If the budget is constrained and you acknowledge this, I will take the case and propose a viable, realistic approach.) ■ TOOLS (I can attest to any expertise if required) ───────────────────── ◉ Programming Languages (General & Systems): ◎ Python, SQL, Julia, Rust, Go, C++, Java, Bash ◉ Functional Programming: ◎ Scala, Haskell, Nix, Lisps ◉ Data Science, Analytics & High-Performance Computing: ◎ Polars, Pandas, NumPy, SciPy ◉ Machine Learning, Modeling & Bayesian: ◎ Ray Ecosystem, JAX, PyTorch, TensorFlow, Scikit-learn, PyMC, Hugging Face Hub, StatsModels, MLflow, Kubeflow ◉ LLMOps, Observability & AI Tooling: ◎ LangFuse, Pydantic Ecosystem (Pydantic, Logfire, PydanticAI, Pydantic Gateway), Gradio, Prompt Engineering (Jinja2 templating), Experimentation & Evaluation Tooling ◉ Back-End, APIs & Systems Programming: ◎ FastAPI, Node.js, uvicorn, Inference Endpoints (Modal, Baseten), Dramatiq (task processing), Jinja2 templating ◉ Distributed Systems, Data Engineering & Infrastructure: ◎ Kubernetes, kind, Docker, Apache Airflow, Apache Spark (Scala, PySpark), Apache Flink, Apache Kafka, Terraform, GitOps (Argo CD), Linux (NixOS, Debian-based, Kali, Oracle Enterprise), Hadoop ◉ Cloud Platforms: ◎ AWS, GCP, Azure ◉ Monitoring, Logging & Observability Stack: ◎ Prometheus, Grafana, Loki, Promtail ◉ Databases & Storage: ◎ PostgreSQL, MySQL, MariaDB, MongoDB, Redis, Oracle DB, Qdrant, Azure Blob Storage ◉ Data Visualization & Reporting: ◎ Power BI (DAX, Power Query M), Tableau ◉ IaC & DevOps: ◎ NixOS, Nix Flakes, Terraform, GitHub Actions, CI/CD pipelines ◉ Prototyping & Front-End: ◎ Figma, Adobe Illustrator, React, Turborepo, pnpm, Streamlit ◉ Documentation & Version Control: ◎ Typst, LaTeX, Markdown, Git, GitHub ◉ Project & Workflow Management: ◎ Linear ■ INDUSTRIES OF EXPERTISE ───────────────────── ◉ Petrochemical ◉ Agricultural ◉ Financial ◉ Consumer and Retail ◉ Insurance ◉ Business Consulting ■ AREAS OF EXPERTISE ───────────────────── ◉ Behavior of complex systems and processes ◉ Mathematical modeling across diverse contexts ◉ Robust data analysis, interpretation, and validation ◉ Strategic consulting in technically complex fields ◉ Deep understanding of consumer behavior ◉ Cross-disciplinary collaboration and communication ◉ Abstracting business problems into computational solutions ◉ Designing, testing, and delivering complex systems to both technical and non-technical stakeholders ◉ Contributing to the open-source community through maintained projects and utilities ■ WAY OF WORK ───────────────────── ◉ We meet → I understand your business problem → I provide feedback and help manage expectations. ◉ If it’s a go and the timeline is realistic, we plan. Else, I assemble a bigger team with dedicated experts. ◉ I develop the solution → you provide feedback → I deliver the final version. ◉ We set short/medium/long-term maintenance support if required. ◉ We both win. ■ AVAILABLE UPON REQUEST ───────────────────── ◉ Verified credentials / CV ◉ A full Business Services Offering ◉ Previous work evidence ◉ References (Professional / Academic) ■ BUSINESS HOURS (BST) ───────────────────── ◉ Mon - Fri, 9:00 hrs - 19:00 hrs ◉ Sat, 9:00 hrs - 14:00 hrs Expected response time: ◉ During BD: 30 minutes ◉ Outside of BD: 2 hours Complexity, simplified. Let's work together.

MOST AI AND BI INITIATIVES FAIL because the underlying data foundation is broken. I am an Expert-Vetted Principal Architect (Top 1%) and 15x US Patent Holder who builds "Agentic" data foundations. I specialize in turning multi-source chaos into a Single Source of Truth that doesn't just report data, it reasons over it. My latest build, AgentMaestro, achieved 97% accuracy in the volatile Miami Real Estate market by replacing legacy "Black Box" ML with a "Two-Brain" Reasoning Architecture. I HELP AMBITIOUS ORGANIZATIONS SOLVE THREE CRITICAL PROBLEMS: 1. COST & LATENCY: I re-engineer legacy warehouses using Dataform and modern ELT logic to reduce cloud bills by 30%+ while achieving sub-2-second dashboard latency. 2. DATA INTEGRITY & ATTRIBUTION: I unify fragmented silos (Shopify, Meta, CRM, GTM/CAPI) into high-integrity Customer Data Platforms (CDP) to provide 100% visibility into ROI and Attribution. 3. REASONING-AS-A-SERVICE (RaaS): I move beyond simple "predictive modeling" into Agentic AI. I deploy LLM-driven reasoning engines (Vertex AI) that provide "Glass Box" audit trails for high-stakes decision-making. THE "MAESTRO" DIFFERENCE: I am not a "task-taker." I am a strategic partner who owns the entire data lifecycle. I design the proprietary logic that ensures your data is an asset, not a liability. Let's connect to architect your Single Source of Truth. CERTIFICATIONS - Google Cloud Professional Data Engineer - Google Cloud Professional Machine Learning Engineer - Google Data Analytics Professional - Google Business Intelligence Professional SKILLS Cloud Platforms: - Google Cloud Platform (GCP) Data Warehousing & Big Data: - BigQuery - BigLake - PostgreSQL - MySQL - SqlServer Data Modeling: - Dataform - dbt Machine Learning & AI: - BigQueryML - Vertex AI - TensorFlow - H2O - Caret - Scikit-learn - ML Model Development & Deployment Business Intelligence & Visualization: - Looker - Looker Studio - Google Sheets - Apache Superset - Airtable Programming Languages: - SQL - R - Python Data Engineering ELT & ETL: - Dataflow - Cloud Pub/Sub - Data Pipelines - Dataform - Cloud Functions. Ecommerce Platforms: - Shopify Data Science: - Predictive Analytics - Customer Segmentation - Data Mining - Statistical Analysis - RFM Analysis - Contribution Analysis - LTV - Time series forecasting - Recommender Systems