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AI Engineer | AI Agents, Automations & Production AI Systems Azure AI Developer I build production-ready AI systems, SaaS platforms, and automation solutions at a fraction of traditional development costs, without compromising on quality, security, or scalability. My approach combines AI-native development, modern engineering practices, and years of experience building real-world products across healthcare, legal, sports analytics, customer service, computer vision, and business automation. Whether you're launching a new product, building an AI-powered platform, automating operations, or transforming an existing prototype into a production-ready application, I help businesses move from idea to deployment faster and more cost-effectively. Here's what and how I can build for you: 𝗔𝗜 𝗡𝗮𝘁𝗶𝘃𝗲 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 Full product development powered by Claude/Cursor and an AI-native workflow. Every build is faster, tighter, and more cost-efficient than traditional development, without any tradeoff on quality or scalability. 𝗦𝗽𝗲𝗰 𝗗𝗿𝗶𝘃𝗲𝗻 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 Scope defined, documented, and agreed before development starts. No moving goal posts, no runaway timelines. You know exactly what you're getting and when. 𝗔𝗜 𝗦𝘆𝘀𝘁𝗲𝗺𝘀, 𝗔𝗴𝗲𝗻𝘁𝘀 & 𝗞𝗻𝗼𝘄𝗹𝗲𝗱𝗴𝗲 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 Custom AI agents, multi-agent systems, RAG platforms, enterprise knowledge bases, AI copilots, voice assistants, and workflow automation solutions powered by modern LLMs. Enterprise search, document intelligence, compliance-focused retrieval systems, citation-based knowledge assistants, and vector database architectures. 𝗣𝗢𝗖 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁: 𝘂𝗽 𝘁𝗼 𝟴𝟬% 𝗰𝗼𝘀𝘁 𝗿𝗲𝗱𝘂𝗰𝘁𝗶𝗼𝗻 Need to validate an idea before committing to a full build? I scope and ship lean, functional proofs of concept that give you real signal without burning your runway. 𝗠𝗩𝗣 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁: 𝘂𝗽 𝘁𝗼 𝟳𝟬% 𝗰𝗼𝘀𝘁 𝗿𝗲𝗱𝘂𝗰𝘁𝗶𝗼𝗻 Go from idea to a fully functional, market-ready product. Built to scale from day one, not patched together and hoping for the best. 𝗙𝘂𝗹𝗹-𝗦𝘁𝗮𝗰𝗸 𝗦𝗮𝗮𝗦 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 End-to-end web and mobile applications using React, Next.js, FastAPI, Python, PostgreSQL, cloud infrastructure, and modern deployment pipelines. 𝗩𝗼𝗶𝗰𝗲 𝗔𝗜 & 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 Conversational AI systems, inbound and outbound calling agents, customer support automation, CRM integrations, and intelligent workflow orchestration. 𝗖𝗼𝗱𝗲 𝗖𝗹𝗲𝗮𝗻𝘂𝗽 𝗮𝗻𝗱 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝗥𝗲𝗮𝗱𝗶𝗻𝗲𝘀𝘀 Built your prototype in Lovable, Replit, AI Studio, or another AI tool and hit a wall? I take what you have, audit the codebase, clean it up, add proper authentication, security, and any missing features, and get it production-ready. 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝗥𝗲𝗮𝗱𝗶𝗻𝗲𝘀𝘀 & 𝗖𝗼𝗱𝗲 𝗔𝘂𝗱𝗶𝘁𝘀 Already have a development team or an existing product? I can step in and do architecture reviews, performance optimization, security assessments, scalability planning, technical due diligence, and modernization of existing applications. 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 Custom ML model integration into your product stack, recommendation systems, classification, predictive features, computer vision pipelines. Built to production standard, not a notebook demo What I build: • AI Agents and Multi-Agent Systems • Voice AI Applications (Retell, Vapi, Bland, LiveKit) • Business Process Automation (n8n, Make, Custom Workflows) • RAG and Knowledge-Based AI Systems • AI-Powered SaaS Features and Products • Document Processing, OCR and Data Extraction • Custom LLM Applications and AI Integrations • Backend APIs and AI Infrastructure • Real-Time AI Systems and Workflow Orchestration Tech Stack: Python, FastAPI, Node.js, TypeScript, React, OpenAI, Claude, Gemini, LangGraph, LangChain, Pinecone, Weaviate, PostgreSQL, MongoDB, AWS, Azure, Docker, n8n, Make, Twilio, Retell, Vapi, LiveKit Recent projects include: • Multi-agent coaching platform with orchestration, memory, and RAG • Voice AI systems for sales, scheduling, and customer support • AI-powered document processing and workflow automation platforms • Knowledge management systems using retrieval and vector search • Automated operational workflows integrating CRMs, communication tools, and business systems I enjoy building products and systems far more than consulting, coaching, or teaching. Most clients hire me when they need someone who can take ownership of implementation and deliver a working solution. If you're looking for an engineer who can design, build, and deploy AI systems that people actually use, let's connect.

I build production-ready AI automation systems for businesses using n8n, OpenAI API, Claude, LangChain, RAG, Python, APIs, OpenClaw, Make, Zapier, and Power BI. My edge is simple: I started as a data so I do not build fragile AI demos. I build AI agents and automation workflows on top of clean data, reliable integrations, governed reporting, and real business processes. $450K+ delivered on Upwork, 100% Job Success, Top Rated Plus, 350+ completed projects, and 3,400+ hours across AI automation, data engineering, Power BI, API integrations, and business workflow systems. 𝐖𝐡𝐚𝐭 𝐈 𝐛𝐮𝐢𝐥𝐝: ✓ AI agents for support, operations, research, reporting, and internal workflows ✓ n8n, Make, and API automation for CRM, email, documents, dashboards, and SaaS tools ✓ RAG chatbots and document intelligence systems using OpenAI, Claude, LangChain, vector search, and structured data pipelines ✓ Openclaw/Clawdbot/Moltbolt , Hermes and multi-agent workflows with approval gates, memory, monitoring, and human-in-the-loop control ✓ Power BI and Microsoft Fabric dashboards connected to automated data pipelines and business KPIs ✓ Data engineering foundations: Python, SQL, Snowflake, BigQuery, Microsoft Fabric, semantic models, DAX, ETL/ELT, and governed refresh logic 𝐖𝐡𝐲 𝐭𝐡𝐢𝐬 𝐦𝐚𝐭𝐭𝐞𝐫𝐬: Most AI automation fails because the workflow is not connected to clean data, real permissions, audit trails, error handling, or business reporting. I focus on production systems that your team can actually use, monitor, and improve. Recent work includes OpenClaw multi-agent systems, ClawdBot setup, n8n automation, AI document parsing , Power BI reporting, CRM automation, and enterprise analytics systems. If you are trying to automate a manual process, connect AI to your existing tools, or turn messy data into reliable decisions, send me your workflow. I will help you map the safest architecture before we build

I help businesses eliminate bottlenecks with AI systems, smart workflows, and custom-built internal tools. If your team is losing time to repetitive tasks, slow handoffs, disconnected software, or manual reporting, I design and implement AI-powered solutions that make the business run faster, cleaner, and with less dependency on manual effort. My work is not about adding AI for trend value. It’s about solving operational problems with systems that create measurable business impact. I work with clients who need: - AI assistants: trained on business knowledge and documents - Custom workflow automation: across sales, operations, service, and reporting - AI-integrated internal tools: built around their exact process - Lead qualification, follow-up, and booking systems - Automated dashboards and reporting pipelines - Reliable integrations: between CRMs, communication tools, data platforms, and external APIs Selected outcomes - Built AI copilots and knowledge assistants that reduced manual searching and improved internal team efficiency - Automated CRM and operational workflows that saved teams **15+ hours per week** - Replaced spreadsheet-heavy reporting with automated pipelines and live dashboards - Delivered business systems that were not only technically sound, but actually adopted by the client’s team Core stack OpenAI, N8N, Make, Zapier, Power Automate, Twilio, Power BI, BigQuery, APIs, CRM systems, Copilot Studio, Azure AI, and custom AI application workflows Why clients trust me I’m a Top Rated Plus freelancer with 100% Job Success, $70K+ earned, and 47 completed jobs on Upwork. If you’re looking for an AI engineer who can translate messy business processes into smart, scalable systems, I’d be glad to help.

Technical Business Analyst, Product Manager & Project Management Consultant with 16+ years of experience delivering data-driven digital solutions in 4 core industries: 🔹Banking 🔹Fintech 🔹Insurance 🔹Human Resources My tenure with Tier-1 organizations like JP Morgan Chase ( 7 Years) , Capgemini (4 Years ) , and Aon Hewitt (2 Years) has endowed me with: 🔹Deep domain expertise 🔹A proven track record of driving results in high-stakes enterprise environments I specialize in: 🔹Evaluating systems, processes, and user experiences 🔹Bridging the gap between business stakeholders and technology teams 🔹Translating ambiguous business problems into clear, structured requirements, process designs, and actionable delivery plans Whether you need: 🔹 A Business Requirements Documentation (BRD) crafted from scratch 🔹 Functional Requirements Documents (FRD) 🔹 User Stories & Acceptance Criteria 🔹 Agile/Scrum Documentation 🔹 An Agile team led through a complex sprint cycle 🔹 A system implementation managed end-to-end 🔹 UAT Planning & Support 🔹 Process Flow Diagrams 🔹 Gap Analysis 🔹 Data Mapping & Workflow Documentation 🔹 Stakeholder Communication 🔹 Project Coordination & Delivery Support I bring structured thinking, strong communication, and enterprise-level execution to every engagement. 𝗞𝗘𝗬 𝗘𝗫𝗣𝗘𝗥𝗧𝗜𝗦𝗘 📌 Business Analysis Requirement Gathering • Functional Analysis • Documentation • Technical Writing • Workflow Analysis • Process Improvement • UAT • Functional Testing • Production Support • Business Process Design • SOPs • Roadmap Delivery 📌 Agile & Project Management Sprint Planning • User Stories • Backlog Management • Stakeholder Management • Risk Assessment • Status Reporting • Vendor Coordination 📌 Domain Expertise Banking • Credit Cards • Fintech • Insurance • HR Systems • Clinical Research • Data Management 📌 Data & Technical Skills SQL • SAS • Informatica • Teradata • ETL • Data Mapping • Data Quality • Reporting 📌 Tools & Platforms Jira • Confluence • MS Excel • MS Project • SharePoint • Tableau • Power BI • Salesforce CRM • ERP Oracle HCM, SAP HR 📌 Methodologies Agile • Scrum • Waterfall • SAFe ✅ Why clients work with me: ✔ I offer a unique combination of Business Analyst, Project Manager, Product Manager, Client Engagement Manager, Client Interview, Operation Consultant, Operation Manager, Business Manager, Technical Business Analyst, Operation Team Member, Business Development Manager and communication leadership roles which are typically handled by separate resources. ✔I serve as a central coordination partner across clients, stakeholders, and delivery teams — simplifying collaboration and improving execution efficiency across projects. ✔ Clear and structured documentation ✔ Strong business-to-technology communication ✔ Enterprise project experience ✔ Reliable stakeholder management ✔ Fast learning and problem-solving ability ✔ Detail-oriented delivery approach In addition to delivery roles, I have participated in hiring panels, helping organizations evaluate candidates and align talent with business and team needs. Clients consistently value my ability to clarify complex requirements, bridge business and technology teams, and drive projects towards successful outcomes, as reflected in my portfolio items Let’s discuss how I can help streamline your requirements and bring delivery excellence to your next project. Thank you!

EXPERIENCE SUMMARY Expert-Vetted CIO/CTO/CISO Security Program Manager/Solution Architect/Business Analyst • Over 15 years’ experience working with C-Suite sponsors, business process owners, developers, product owners, data analysts, and end-users. • Experience architecting and implementing solutions and proofs-of-concept for new processes, integrations, security architecture, and GRC programs (for internal audit and external audit prep). • Skilled in facilitating the design of innovative solutions that manage change, minimize risk and maximize stakeholder satisfaction while optimizing enterprise demand and resource management. • SMB and enterprise strategic security operations center design, implementation, compliance prep and training services • Strategic Privacy/Data/AI governance policy and controls implementation. • Ensure delivered business value aligned with strategic business goals. • Consistently employ solid portfolio/program/project management techniques, business process management, collaboration tools, and metrics, ensuring that the right information gets to the right individuals, empowering them to make the right decisions at the right time. • Commitment to continuous learning and customer satisfaction. PROFESSIONAL ORGANIZATION MEMBERSHIP IEEE, ISACA (ISACA-SD), ISC2, ISSA, CSA, IAPP SCL, ASCAP, AFM TECH TOOLS EXPERIENCE AWS, GCP Solution Architecture/DevSecOps pipelines; Github,GitLab, Bitbucket Okta, Duo, SSO MFA provisioning; Identity Standards implementation; Google Workspace Cursor, Gemini GRC trust platform implementation/audit prep (Vanta, Drata, Secureframe) GRC policy tailoring/implementation/audit prep (SOC2 (Type I/Type II), ISO 27001, ISO 27701, ISO 42001, EU AI ACT, NIST CSF, NIST AI RMF, GDPR, PCI-DSS, HIPAA) Data Privacy, MDM, pipeline/analytics architecture/management Atlassian Suite (Cloud) ServiceNow, Salesforce ADDITIONAL TRAINING/EDUCATION ISC2 (CC, SSCP, CGRC, CISSP) ISACA (CRISC, CISM, AAISM) CSA (TAISE) AWS (Cloud Practitioner, Solutions Architect) DevSecOps Scrum dot org: PSM I Certification /PSM II Training Certified vCISO Level2 Atlassian: Agile Development with Jira Software Cert Prep (ACP-300) Atlassian: Managing Jira Cloud Projects Cert Prep (ACP-MJCP) Atlassian: Jira Cloud Administrator Cert Prep (ACP-JCA) Blockchain Training Alliance: multiple certification prep courses Salesforce: Platform Dev I Certification Prep (CRT 450) Salesforce: Salesforce Admin Certification Prep Salesforce: Salesforce App Dev Certification Prep

I write the specs that stop your dev team from guessing. Most software delays trace back to one root cause: requirements that felt clear in a meeting but fell apart in development. I close that gap turning fuzzy product ideas into structured PRDs, SRDs, and entity models that developers can build from without back-and-forth. 15+ years across SaaS, marketplaces, ERP systems, and AI-enabled platforms. $300K+ earned on Upwork, 100% Job Success, 125 completed contracts. Recent work includes: MVP scope and requirements for a recruitment-matching SaaS platform Multi-ERP data unification strategy for an automotive group (EMBA capstone, Bocconi) AI governance specification work for a constitutional AI platform BA for a legacy software re-engineering project (298 hrs, ongoing client) Where I add the most value: Translating ambiguous product ideas into structured PRDs/SRDs/FRDs Designing entity models and data flows for complex or multi-system platforms Structuring PIM/data-matching/unification processes for marketplaces and ERP environments Scoping AI features into existing products without overengineering Acting as the translation layer between non-technical stakeholders and dev teams Certified Scrum Product Owner. Currently completing an EMBA in Digital Transformation (SDA Bocconi). Why not just use AI to generate this myself? AI tools are excellent at producing a document — they're not good at knowing what questions to ask, what's missing, or what will actually break in production. I use AI extensively in my own workflow to draft faster and model edge cases, but the requirements-gathering, stakeholder alignment, and judgment calls that prevent costly rework still require a human who's done this 125 times. Think of me as AI-augmented, not AI-replaced.