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👋 Hi, I'm Ana, an AI Automation Engineer, AI Agent Developer, Cloud DevSecOps Architect, Solutions Architect, MLOps Engineer, and FinOps Consultant. I build AI agents, AI automation systems, Voice AI applications, RAG chatbots, MCP servers, and enterprise workflows that automate business operations, reduce costs, and save hundreds of hours of manual work every month. I don't just build AI agents, I design, deploy, monitor, secure, and scale production-ready AI systems using Kubernetes, cloud-native architectures, observability, and DevSecOps best practices. Trusted by enterprise teams including Swisscom, Spitch, Abbott, Johnson & Johnson, and Jabil. I help startups, SaaS companies, enterprises, and agencies build production-ready AI solutions using OpenAI, Claude, Anthropic, LangGraph, LangChain, CrewAI, MCP, n8n, Make, Python, Kubernetes, AWS, Azure, and GCP. Whether you need an AI agent, chatbot, AI workflow automation, Retrieval-Augmented Generation (RAG), Voice AI assistant, cloud migration, Kubernetes platform, or DevSecOps implementation, I deliver secure, scalable solutions that create measurable business value, not prototypes. ## 💡 SERVICES ### 🤖 AI Agent Development I build autonomous AI agents for: • Customer Support AI Agents • Sales AI Agents • SDR AI Agents • Customer Success AI • Research Agents • Coding Agents • Document AI • Financial AI • HR AI • Legal AI • AI Executive Assistants • Multi-Agent Systems • Agentic AI Workflows Technologies: Claude • OpenAI • GPT-5 • Anthropic • LangGraph • LangChain • CrewAI • MCP • Python • Function Calling • Tool Calling • Memory • Vector Databases • RAG --- ### 📚 RAG & Enterprise Knowledge Assistants I build Retrieval-Augmented Generation systems that connect your AI to: • PDFs • SharePoint • Confluence • Notion • Google Drive • Microsoft 365 • CRMs • SQL databases • APIs Including: • Pinecone • Weaviate • Qdrant • ChromaDB • pgvector --- ### 🎙️ Voice AI Development I build AI phone agents using: • Vapi • Retell AI • ElevenLabs • Deepgram • Whisper • Twilio Use cases: • Appointment Booking • Receptionists • Call Centers • Lead Qualification • Outbound Sales • Customer Support --- ### ⚡ AI Automation I automate business processes using: • n8n • Make • Zapier • APIs • Python • JavaScript • Webhooks Typical automations: • CRM Automation • Lead Generation • Sales Outreach • LinkedIn Automation • Email Automation • Document Processing • Invoice Processing • Report Generation • Slack Automation • Microsoft Teams Automation --- ### ☁️ Cloud Architecture & Kubernetes Production deployments on: • AWS • Azure • Google Cloud Expertise: • Kubernetes • Docker • OpenShift • Terraform • Helm • GitOps • Argo CD • Istio • CI/CD • DevSecOps • Platform Engineering • Cloud Migration --- ### 💰 FinOps & Cloud Cost Optimization I help companies reduce cloud spend through: • Rightsizing • Autoscaling • Reserved Instances • Storage Optimization • Kubernetes Cost Optimization • Governance • Cloud Cost Visibility --- ## ⚙️ TECHNOLOGIES AI: OpenAI, Claude, Anthropic, GPT-5, LangGraph, LangChain, CrewAI, MCP, AutoGen, RAG, Prompt Engineering, AI Agents Automation: n8n, Claude, Make, Zapier, APIs, Python, JavaScript Voice AI: Vapi, Retell AI, ElevenLabs, Deepgram, Whisper, Twilio Cloud: AWS, Azure, GCP, Kubernetes, Docker, OpenShift, Terraform, Helm, Argo CD, Istio DevOps: GitHub Actions, Azure DevOps, Jenkins, GitLab CI/CD Data: Snowflake, Databricks, PostgreSQL, SQL Server, BigQuery, Power BI --- ## 🏆 RESULTS • Reduced cloud costs by up to 50% using FinOps best practices • Automated workflows saving 800+ hours per week • Generated $90K+ in qualified pipeline in 30 days • Reduced deployment time by 60% via CI/CD pipelines • Improved production incident detection by 5× • Migrated enterprise platforms from Docker to Kubernetes • Built enterprise conversational AI systems for finance, healthcare, and telecom • 3× Hackathon Winner • 100+ Cloud, AI, Kubernetes & Security Certifications: AWSx15, Azurex13, GCPx7, NVIDIAx4, Red Hatx2, Golden Kubestronaut ... --- If you're looking for an AI Agent Developer, AI Automation Engineer, n8n expert, RAG developer, Voice AI engineer, Kubernetes architect, DevSecOps engineer, Cloud Architect, or FinOps consultant, I'd love to help. Let's build AI systems that save time, reduce costs, and scale your business.

I'm an AI Engineer with 15 years of experience, specializing in AI Agent Development, Documents Automation, Voice Agents and any Workflow Automation. I help businesses to solve document-heavy challenges in Legal, Finance, Real Estate and Healthcare: no more missed payments, messy documents, lost contract deadlines, duplicate records, endless email chains and hours wasted searching through contracts & agreements, reports or spreadsheets. 🎯 Design and implement intelligent search or Retrieval Augmented Generation (RAG, Light RAG, Graph RAG) systems 🎯 Build and fine-tune custom AI agents tailored to your users and domain 🎯 Evaluate and compare AI models to choose the best fit for your goals 🎯 Add AI-powered features to your product with minimal disruption 🎯 Implementing Text-to-Speech (TTS) and Speech-to-Text (STT) pipelines for voice-enabled products 🎯 Architect and develop scalable full-stack and AI infrastructure, from MVP to production 🎯 Set up monitoring, observability, and continuous evaluation for your AI systems 🎯 Provide technical guidance on tools, models, and architectures to accelerate delivery AI Integration & AI Architecture • LLM agents, AI chatbots, multi-step reasoning, agent evaluation & orchestration • Retrieval Augmented Generation (RAG, Light RAG, Graph RAG) systems • Voice AI: TTS/STT pipelines (OpenAI, Whisper, Google, custom models) • Embedding strategies, chunking techniques, prompt engineering • LangChain, LangGraph (multi-agent workflows), LangSmith, Letta, LlamaIndex • Vector databases: Pinecone, Milvus, Qdrant, Faiss • Graph databases: Neo4j, Qdrant, ArangoDB • Observability: feedback loops, self-reflection, hallucination mitigation, AI safety • Model evaluation, fine-tuning, bias reduction • AI Automation, NLP, intelligent task chaining Solution Architecture & Technical Strategy • CTO-as-a-Service: startup guidance, architecture, delivery leadership: from MVP to scale • Event-driven systems, microservice & serverless patterns • Cross-functional team orchestration, agile delivery Tech Stack & Tools • Python, Node.js, JavaScript (React, Angular, Vue) • TensorFlow, PyTorch, PyBrain, deeplearn.js • OpenAI, Anthropic, Hugging Face, LangChain, LangGraph, LangSmith, Letta, LlamaIndex • Prompt design, chunking, vectorizing, embedding, fine-tuning • Arize.ai for evaluation and monitoring • n8n, Zapier, Make - API Integration, serverless, event-driven architecture • Data Science, Data Analysis, Data Mining, Natural Language Processing (NLP) • MongoDB, SQL, Firestore, Redis, Elasticsearch • Vector DBs: Pinecone, Qdrant, Milvus, Faiss, Neo4j, Chroma • Graphs: Neo4j, Qdrant, ArangoDB • Google Cloud, AWS, Heroku • Docker, CI/CD, scalable infrastructure • Web, Android, iOS development, full-stack from MVP to production

As a seasoned Financial Analyst and Python Solutions Architect, I bring a unique blend of traditional financial acumen and cutting-edge technological expertise. My journey through premier institutions has equipped me with a profound understanding of finance, statistics, and financial modeling. Coupled with my extensive experience in Python development, I create tailored, automated solutions that transform complex financial data into actionable insights and streamline workflows. My versatility extends beyond finance and coding. I am also adept at business process management, guiding organizations through the entire BPM lifecycle from meticulous modeling to strategic optimization. This comprehensive skill set enables me to deliver holistic solutions that enhance operational efficiency and drive strategic decision-making.

I help founders, CFOs, finance teams, and operators turn complex financial and operational data into clear decisions, reliable models, dashboards, and AI-powered automation systems. My profile is hybrid: **15+ years in senior finance, financial modelling, FP&A, reporting, valuation, risk analysis, and business performance**, combined with strong hands-on technical ability in **Python, SQL, Excel, Power Query, dashboards, data pipelines, and AI workflow design**. I am not only a finance analyst, and I am not only a developer. I sit between both worlds. That means I can understand the business problem, build the model or system, challenge the assumptions, automate the workflow, and explain the output in plain language for decision-makers. What I can help you with: **Financial modelling & strategic finance** * SaaS pricing and unit economics * Financial projections and cash-flow models * Budgeting and forecasting * Company valuation and scenario analysis * Board/investor reporting * Profitability and margin analysis * Fractional CFO / FP&A support * Cost control, working capital, and business performance analysis **Finance operations & reporting** * Monthly management reporting * KPI dashboards * Budget vs actual analysis * Cash-flow visibility * Revenue, margin, and customer profitability * Reconciliation logic and financial controls * Multi-entity reporting and consolidation * Process improvement and finance automation **AI, data, and automation** * Python automation and data pipelines * SQL-based analytics and reporting * AI agents for finance and operations * OpenAI / Claude API workflows * Streamlit dashboards and internal tools * Excel / Google Sheets automation * RAG, structured outputs, and AI-assisted reporting * n8n, workflow automation, and API integrations Relevant background: * Senior finance and reporting experience across complex international environments * Financial reporting and data management across 140+ legal entities in 51 countries * Institutional finance experience including portfolio reporting, valuation, IFRS topics, and risk analysis * Current data engineering / business data analyst experience in a Databricks environment * Platform economics and financial performance strategy for AI / marketplace-style businesses * AI architect work for operational control-tower systems combining sales, production, forecasting, and recommendations Typical projects I am a strong fit for: * “We need a financial model investors can trust.” * “Our reports are messy and nobody trusts the numbers.” * “We need a dashboard that explains what is really happening.” * “We want to automate a finance or operations workflow.” * “We need an AI agent that turns data into recommendations.” * “We need pricing, margin, or unit economics analysis.” * “We need a senior finance person who can also build the technical solution.” My working style is structured, analytical, and direct. I do not just produce spreadsheets or code. I focus on the decision the client needs to make, the assumptions behind it, the risks, and the practical next step. If the numbers do not work, I will say so. If a process is fragile, I will explain why. If AI is useful, I will use it carefully. If deterministic logic is safer than AI, I will keep the calculation controlled and auditable. I am based in Switzerland and work remotely with clients internationally. I am comfortable with async collaboration, clear milestones, documentation, and executive-level communication.

I am a creative thinker and problem-solver with the mind of a researcher and the heart of an entrepreneur. I have theoretical knowledge about AI/ML and applied end-to-end experience from data collection to the implementation of an AI solution on the online platform. Whether it comes to creating a chatbot, classifying images or getting insights from the user data, I will help you find a tailor-made solution for your business/project. My Stack: - Data-processing : R / Python / SQL - Machine-Learning : AWS SageMaker / TensorFlow / Numpy / Pandas - Web-Services : Django / Heroku / HTML / CSS / WordPress / SEO - Other : 3D Modelling / 3D Rendering / Photogrammetry

I’m a Odoo developer and official Odoo Partner based in Switzerland, specializing in Manufacturing, Inventory, Sales, and eCommerce integration. When you work with me, you get: ✅ Responses within 8 hours — 24/7/365 ✅ High-quality, easy-to-understand code that follows Odoo best practices ✅ Clear communication in English or German ✅ Full dedication to delivering the project with 100% success I’ve implemented large-scale, high-volume Odoo systems — including the complete setup for Switzerland’s largest D2C nutritional supplement company. I successfully migrated over 1 million orders and customers to Odoo 16 with zero data loss and a smooth go-live. At the same time, I transitioned their eCommerce platform from Magento 1 to Shopify and managed the integration with Odoo, which now processes several thousand orders per day. I place a strong emphasis on understanding your business processes from the very beginning. In my experience, this step is often underestimated — but for me, it’s the foundation of good development. I also prioritize testing. My goal is to deliver stable, well-tested solutions that reduce bugs and minimize the need for you to test on your end. Key Expertise: ✅ 9 years of experience with Odoo on-premise, 6 years with Odoo.sh ✅ Customizations across all major Odoo Apps (Sales, Inventory, Manufacturing, Accounting, POS, HR) ✅ Deep experience with eCommerce integrations — Shopify, Magento, and other systems ✅ Advanced Odoo Online automation (scheduled/server actions, automated actions — no custom modules needed) ✅ Dynamic QWeb reports for inventory, manufacturing, purchasing, and more I focus on delivering clean, maintainable, and scalable Odoo solutions — and I’m always happy to learn your workflows to ensure Odoo fits your business perfectly.