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in Germany

Is your Microsoft 365 or Azure setup messy, half-configured, or not as secure as it should be? That is what I fix. I am a Microsoft-certified cloud architect (AZ-305, AZ-104, Microsoft 365) with 15+ years in enterprise IT. I help businesses clean up, secure, and properly run their Microsoft cloud, from Intune and Conditional Access to Defender, Purview, and tenant hardening. I also build practical AI on top of that foundation, deployed securely on Azure and Microsoft 365. WHAT I HELP WITH Microsoft 365 and Intune Tenant setup and cleanup, Intune device management for Windows, macOS, iOS and Android, Autopilot, compliance policies, app protection, security baselines, Exchange Online, SharePoint, Teams, OneDrive, migrations, and license optimization so you are not paying for seats you do not need. Security and Compliance Microsoft Defender for Endpoint and Office 365, Entra ID Conditional Access, MFA, PIM, Identity Protection, Zero Trust, Microsoft Purview, DLP and eDiscovery, plus full tenant hardening: BitLocker, secure recovery keys, break-glass and admin best practice. Azure Architecture Landing zones, hub and spoke networking, Azure Firewall, Private Endpoints, Azure Virtual Desktop, hybrid identity, governance, backup and disaster recovery, and cost optimization (FinOps). AI That Does Real Work RAG chatbots and knowledge assistants, Microsoft 365 Copilot rollout and governance, custom AI apps and autonomous agents on Azure OpenAI, Anthropic Claude and Google Gemini, and document intelligence for invoices, contracts and forms. Built privacy-first and GDPR-ready, not just a demo. WHY CLIENTS HIRE ME - Microsoft-certified architect (AZ-305, AZ-104, Microsoft 365), not a generalist - 15+ years delivering Microsoft cloud, security and endpoint projects - 5-star reviews across 59 Upwork projects for Azure, M365 and Intune work - Certified across Microsoft, AWS and ITIL v4 - Outcome-driven: you get a working result and clear documentation, not a list of questions TYPICAL PROBLEMS I SOLVE "Our Microsoft 365 tenant is a mess after years of different admins." "Our Intune rollout is half finished and devices are not enrolling." "We need MFA and Conditional Access done properly for cyber insurance." "We bought Copilot but the data is not ready and nobody uses it." "We want AI in the business but it has to be secure and private." POPULAR STARTING ENGAGEMENTS - Microsoft 365 Security Review - Intune and Endpoint Health Check - Tenant Setup and Migration (Google Workspace to Microsoft 365) - Copilot Readiness and Rollout - AI Assistant or Automation Pilot I work with clients worldwide and speak English, German and Russian. Available for short fixed-scope projects, larger builds, and ongoing monthly advisory retainers. Message me with what you are dealing with and I will tell you how I would approach it.

Full Stack Developer and AI Engineer - CEO and Co-Founder of Invirial, 𝐚 𝐬𝐞𝐧𝐢𝐨𝐫 𝐭𝐞𝐚𝐦 𝐨𝐟 𝟗+ shipping B2B SaaS and Fintech products. Track record: Member since 𝟐𝟎𝟏𝟐 · 𝟏𝟎𝟎% JSS · $𝟔𝟎𝟎𝐊+ earned on this profile · $𝟒𝐌+ earned across our agency. To be clear upfront: I don’t write the code myself on every project. As Co-Founder, I scope, architect, and oversee delivery — my Full Stack Developers and AI Engineers ship. That’s why clients hire us instead of a solo freelancer: real capacity, senior oversight, and no single point of failure. 𝐖𝐡𝐚𝐭 𝐰𝐞 𝐛𝐮𝐢𝐥𝐝 Most clients come to us with one of two problems: they need a product built properly from scratch — an MVP that ships in weeks, not quarters — or they have an existing system that needs a senior Full Stack Developer or AI Engineer team to take ownership and move it forward without hand-holding. We’re a Full Stack Developer and AI Engineer team in one shop. That matters in 2026 because the line between the two has collapsed: modern SaaS products need React and Next.js on the frontend, Node and Python on the backend, and LangChain, RAG pipelines, and OpenAI or Claude integration as core features — not as a bolt-on. We own the whole stack end-to-end so you don’t have to coordinate three vendors. Our Full Stack Developers ship in: React, Next.js, Node.js, TypeScript, JavaScript, Python, Django, FastAPI, MongoDB, PostgreSQL, Supabase, Tailwind CSS, shadcn/ui, Stripe, AWS, Docker, REST APIs, third-party API integration. MERN stack and Next.js + Supabase + Stripe are our two default builds for SaaS MVPs. Our AI Engineers ship in: Python, LangChain, LangGraph, OpenAI API (GPT-4o, GPT-5), Claude / Anthropic API, RAG pipelines, vector databases (Pinecone, Chroma, FAISS, Weaviate), LlamaIndex, FastAPI, Hugging Face, fine-tuning (LoRA/QLoRA), n8n, Make. com, AWS Bedrock, Azure OpenAI, prompt engineering, AI agent development, chatbot development, and voice stack (Vapi, ElevenLabs, Twilio). We don’t do prompt-only ChatGPT wrappers. Our AI Engineers ship real agentic workflows — multi-step reasoning, tool calling, memory, guardrails, and production deployment. 𝐖𝐡𝐚𝐭 𝐰𝐞 𝐝𝐞𝐥𝐢𝐯𝐞𝐫 Whether you need a React developer for a SaaS dashboard, a MERN stack developer for a full product build, an AI agent developer for a multi-agent system, a generative AI engineer for a RAG chatbot, or a Next.js developer to migrate from WordPress or Bubble — we have the right senior on the team for it. Common deliverables: B2B SaaS MVPs from scratch, Fintech platforms with Stripe and compliance-aware architecture, RAG chatbots and knowledge-base assistants, AI automation with n8n + Claude, AI voice agents, admin dashboards with auth and RBAC, no-code-to-code migrations (Bubble/Lovable/Framer → coded stack), and ongoing engineering for products in growth. Recent Full Stack Developer and AI Engineer projects A snapshot of the project archetypes our team ships most often: 🔘 Fintech SaaS platforms — Next.js + Supabase + Stripe builds with subscription billing, KYC flows, role-based access, and compliance-aware architecture. Senior Full Stack Developer–led. 🔘 RAG chatbots and knowledge-base assistants — production-grade retrieval pipelines built by our AI Engineers using LangChain, Pinecone, and OpenAI or Claude, with guardrails, source citations, and LangSmith evaluation in place from day one. 🔘 AI agent and agentic workflow systems — multi-agent architectures using LangGraph, OpenAI Agents SDK, or n8n + Claude for lead generation, CRM enrichment, and internal operations automation. Built by AI Engineers who’ve shipped agents in production, not just demos. 🔘 B2B SaaS MVPs from scratch — full-cycle Full Stack Developer builds covering product architecture, React/Next.js frontend, Node or FastAPI backend, payment integration, and AWS or Vercel deployment. Designed for clients who need to launch fast and scale without a rebuild. 🔘 AI-augmented Full Stack rebuilds — taking an existing B2B SaaS or Fintech product and adding LLM-powered features (chat with your data, AI copilots, smart automation) through our combined Full Stack Developer + AI Engineer workflow. The hybrid build is what we do best. Why clients pick our Full Stack Developer and AI Engineer team over a solo freelancer A senior team of 9+ means we ship faster than a solo Full Stack Developer or AI Engineer and survive bus factor. CEO and Co-Founder oversight on every project means architecture decisions get made by someone with 14+ years of shipped products behind them — not by whoever happens to be assigned to your account. And because we work as a single agency rather than a marketplace of strangers, the engineer reviewing your code on Friday is the same one fixing the bug on Monday. If you’re building a B2B SaaS or Fintech platform and need a senior team that ships, let’s talk.

Hello! I’m Amira, a multilingual freelancer fluent in German, English, and Italian, with basic knowledge of Spanish. I help companies improve AI systems through high-quality voice recordings, data annotation, language evaluation, transcription, translation and content review. I am detail-oriented, reliable, and a fast learner who quickly adapts to new tools and project requirements. Whether you need accurate speech recordings, multilingual language support, AI training assistance, or quality data labeling, I am committed to delivering professional work on time. What I can help you with: • AI Training & AI Evaluation • German Voice Recording & Speech Data Collection • Data Annotation & Content Labeling • Translation (German – English – Italian) • Transcription & Language Review • Content Writing & Proofreading Why work with me? ✔ Native German & Italian speaker ✔ Fluent English communication ✔ High attention to detail ✔ Hard-working with experience in leadership positions ✔ Fast response times ✔ Reliable and committed to quality I look forward to support you!

🤖💡 Eager to unlock the potential of AI to revolutionize your business, but afraid of being left behind? ✔️Successfully delivered $25M worth of projects across 14+ through first-class technical AND business expertise. ✔️ 20+ years C-Level experience in enterprise grade development, 7 years focused on AI/ML, provide you with the expertise needed to navigate the fast paced environment of AI efficiently. ✔️ Recognized in Bloomberg, Yahoo Finance and Fox Business amongst others as part of Upwork's announcement of its partnership with OpenAI. ✔️ Most recently launched a $5M product successfully to 9 markets in 18 months, generating $4M in direct profit. I help you focus on what’s important and see through the hype. ✔️ Led Business Intelligence Product Family in CTO capacity of a global advisory business, I help seeing through the hype and focus on feasible, effective and high quality solutions. ✔️ Led large scale delivery teams in 5 continents from ideation to launch across the full AI/ML Stack and Application Layer, I know how to execute effectively and efficiently, saving you time & resources. ✔️Top-1% Upwork Freelancer, 'Expert Vetted', I ensure your investment in AI/ML technology is effectively utilized and delivers highest quality results for your business. ## **(ツ)*/¯ WHAT I DO¯*(ツ)*/¯** 🤖 Develop Custom AI Chatbots, 📊 Design Recommendation Systems, 💬 Implement Natural Language Processing & Custom Models (NLP), 👁️ Create Computer Vision Solutions, 📈 Apply Predictive Analytics, 🎯 Optimize AI for Marketing, and ⚙️ Automate Processes. (ツ)*/¯HOW WE CAN SUCCEED TOGETHER¯*(ツ)*/¯ 1. Ideation & Discovery: We'll co-create project concepts tailored to your business, pinpointing the highest impact opportunities for AI & ML in your enterprise. 2. Prototyping: By developing early-stage solutions and Proof of Concepts (PoCs), we'll improve efficiency and ROI, minimizing both your investment and time. 3. Implementation: I'll deliver production-level AI & ML solutions focused on enhancing performance and driving tangible value, ensuring you dominate your market swiftly. 4. Launch: I'll deploy, monitor, and optimize successful solutions for continuous business growth and enhancement. 🏆 With my rich experience in AI/ML, I rely on proven processes and cutting-edge expertise to deliver bespoke solutions. ⏱️ My approach centers around delivering value swiftly, based on minimal data. 🎯 I'll tailor the design and tech stack to your goals, ensuring the delivery of high-quality results. 💪 My robust and adaptive delivery model allows me to offer bespoke solutions to meet your specific needs and drive your business forward. *(ツ)*/¯ I TECH STACK ¯*(ツ)*/¯ Data Layer 🗃️ 🗃️ Data Storage: SQL, Oracle MySQL, MongoDB, etc. 🕸️ Web Scraping: Beautiful Soup, Scrapy, etc. 🧮 Data Processing: Python, NumPy, pandas, etc. Model Layer🤖 🤖 ML Libraries: Scikit-learn, XGBoost, etc. 🤖🧠 DL Frameworks: TensorFlow, PyTorch, etc. 🧠 Large Language Models: GPT, **LLaMA**, etc. Prototyping & Low-Code Development Layer🎨 - 🎨 Prototyping Tools: Figma, Sketch, Adobe XD, etc. - 🛠️ Low-Code Development Platforms: Outsystems, Bubble, Power Apps, Appian, QuickBase, etc. - 🔍 Data Exploration: Tableau, Power BI, etc. Application Layer🌐 🌐 Web Development: HTML, CSS, JavaScript, React, etc. 📱 Mobile Development: Swift, Kotlin, React Native, etc. Integration/Deployment Layer☁️ - ☁️ Cloud Services: Azure, AWS, Google Cloud, etc. - 🛡️ API Development: RESTful APIs, GraphQL APIs, etc. - 🐳 Containerization & Orchestration: Docker, Kubernetes etc.

I am an AI Generalist with strong foundations in Artificial Intelligence, Large Language Models (LLMs), and Machine Learning, specializing in AI-powered image and content generation. I help businesses, creators, and startups turn ideas into intelligent, scalable AI solutions. My expertise spans the full AI pipeline—from data understanding and model logic to prompt engineering and production-ready systems. 🔹 What I Do Best AI Image & Video Generation Creating high-quality visuals using state-of-the-art generative models for marketing, branding, social media, and creative projects. Foundations of AI & LLMs Deep understanding of how LLMs work, how to adapt them to real-world use cases, and how to optimize outputs for accuracy and creativity. Prompt Engineering & RAG Systems Designing advanced prompts and Retrieval-Augmented Generation (RAG) pipelines to produce reliable, context-aware, and business-ready AI outputs. Data & Machine Learning Expertise Working with data pipelines, model evaluation, optimization, and applied ML solutions that support intelligent decision-making. 🔹 Why Work With Me Strong balance between technical depth and creative execution Practical, business-oriented AI solutions (not just theory) Clear communication and fast iteration Focus on accuracy, scalability, and real value Whether you need AI-generated images, LLM-powered tools, RAG-based knowledge systems, or end-to-end AI guidance, I can help you build and deploy AI solutions that actually work.

German–Serbian Translator | Proofreader | AI, Voice & Data Tasks Are you looking for reliable support with German–Serbian translation, proofreading, AI-related language tasks, voice projects, or well-structured administrative work? I provide careful, reliable, and clear support across several areas, with a strong focus on German and Serbian language services. Translation & Language Services German–Serbian translation, proofreading and language editing, localization of texts and content, letters, emails and business correspondence, personal and general documents, contracts, certificates and technical texts, grammar and readability checks, natural-language review, and adaptation of content for German- or Serbian-speaking audiences. Serbian is my native language. I have been living in Germany for over 30 years and use German fluently in both written and spoken communication. When working on translations, I focus on accuracy, natural language, correct grammar, and preserving the original meaning and tone. AI, Voice & Language Data I also support projects related to artificial intelligence, voice data, speech recording, transcription, and language evaluation. This can include: Voice recording AI speech data testing, evaluation of AI voice agents and AI-generated responses, review of language quality, clarity and naturalness, AI content review, transcription, review and correction of transcripts, language testing based on provided scenarios and instructions, and data collection for language and AI projects. I have already completed AI-related language projects involving voice recordings, scripted conversation scenarios, AI language evaluation, and careful documentation. Data Entry, Research & Administrative Support I can also assist with clearly defined and structured tasks such as: Data entry, Excel and Google Sheets, creating and maintaining simple spreadsheets, organizing and structuring data, web research, transferring information into spreadsheets or documents, data checking and cleanup, basic administrative support, email and document handling, researching companies, contacts, people, and business information, and structured phone communication based on clear instructions. I learn new workflows quickly and follow instructions, templates, and quality requirements carefully. What you can expect: Reliable and clear communication, careful attention to detail, confidential handling of documents and data, clean and well-organized results, on-time delivery, fast learning of new tasks and workflows, and honest communication about requirements and capabilities. I am available for both one-time projects and long-term cooperation. If you are looking for a reliable freelancer for German–Serbian translation, language and AI projects, transcription, research, data entry, or administrative support, I would be happy to hear from you. Thank you for visiting my profile. I look forward to working with you.