👀 Looking for an expert Cloud and Infrastructure Consultant with real-world hands-on experience ✅ Facing current challenges, and needing an expert hand? ✅ Need a solution that 𝐫𝐞𝐚𝐥𝐥𝐲 fits your needs and budget ✅ Then look no further! With over two decades of experience, helping organizations of all sizes derive maximum value from their IT systems, and cloud infrastructure. 》》》WHY ME 《《《 Holistic IT Expertise: With over 20 years of experience in IT, I specialize in leveraging the power of cloud platforms to drive business transformation. As the founding director of a Managed Service Provider (MSP) and Cloud Service Provider (CSP), I’ve led cloud consulting and engineering initiatives across diverse industries, including legal, healthcare, distribution, and recruitment. Strategic IT Consulting: My extensive consulting background equips me with the insight and skill to not only solve your IT challenges but also provide strategic guidance that aligns with your IT goals. Cloud Migration Expertise: With a strong background in cloud migrations, I possess the know-how to smoothly transition your systems, minimizing disruption and ensuring data integrity. 》》》WHAT I PROMISE AS AN EXPERT CLOUD ENGINEER《《《 ✅ Expert Guidance: With years of experience in designing and implementing cloud solutions, I bring hands-on expertise in Azure and AWS engineering. From infrastructure setup to application deployment, I handle the technical complexities to ensure a seamless migration and robust environment. ✅ Strategic Cloud Architecture: A successful migration starts with a solid foundation. I assess your existing systems and business objectives to design scalable, secure, and efficient cloud architectures, leveraging cloud services like Azure Virtual Machines, AWS EC2, RDS, etc.. ✅ Data Integrity and Security: Your data is your most critical asset. I implement secure migration pipelines, ensure compliance with industry standards, and prioritize data integrity throughout the process, from storage configurations to network security. ✅ Performance Engineering and Optimization: Beyond migration, I focus on fine-tuning your cloud environment, optimizing resource allocation, load balancing, and leveraging serverless computing where applicable. My goal is to deliver a high-performing, cost-effective infrastructure that scales with your needs. ✅ Technical Problem-Solving: I have extensive expertise in troubleshooting and resolving complex issues, often getting to the root cause quickly, due to my diverse experience across various platforms, technologies and industries. 》》》I HAVE STRONG EXPERTISE IN 《《《 - Azure & AWS Cloud - Virtualization - Automation - VDI Enviroments (Remote Desktop/Azure Virtual Desktop/Amazon Workspaces) - Microsoft 365 (formerly Office 365) - Email and Microsoft Exchange - Firewalls - Networking - Cisco ios, ASA & Firepower - Windows Server - Active Directory - SSL Certificates - Email Migrations - Veeam Backups - VoIP & Teams Telephony - ITIL Documentation - Much more, just ask.… Connect with me for an initial consultation. Let's embark on a journey to amplify your IT capabilities. I am just a message away! ☎️

⭐ Expert-Vetted Top Rated - 100% Success Score - AI Consultant on Upwork ⭐ I help companies design and deploy production-grade AI systems — fast, reliably, and with domain precision. With 15+ years of experience as a founder and builder, I’ve led end-to-end delivery of AI-first SaaS platforms across industries. I co-founded CropIn (AgTech), and since then, my focus has been on high-impact solutions in construction tech, e-commerce, recruitment automation, and enterprise productivity. 📌 Recent Work 1. AI Takeoff Automation (Construction): Built LLM-powered agents to parse drawings, classify trades, and validate bid coverage 2. Recruitment AI Agent: Delivered a system to screen candidates and coordinate interviews at scale 3. Ops Automation Platform: Consolidated e-commerce ops using AI pipelines for tagging, routing, and support 4. Super App Framework: Developed a modular internal tooling platform for a US enterprise (React + FastAPI stack) Clients rely on me to move beyond prototypes — I specialize in turning ambiguous, high-stakes problems into working systems that integrate into real workflows. 🔍 Where I Add the Most Value ✔ AI Agent Design — Intentful architectures built around real workflows (not just API wrappers) ✔ Custom SaaS Platforms — From spec to scale: backend, frontend, infra, and orchestration ✔ Domain Translation — Deep understanding of construction ops, hiring flows, and enterprise tooling ✔ Product-Market Fit Execution — Building lean, testable releases with clear validation logic ✔ Technical Hiring Support — Helping founders and CTOs screen, onboard, and scale teams ✔ Multi-system Integration — Connecting with Procore, Google Workspace, ATS, ERPs, and more 🧩 What I Bring to the Table ✅ AI & Engineering Leadership Design and deploy production-grade AI agents — not demos, but systems that operate in live business environments Architect and deliver end-to-end SaaS platforms across backend, frontend, and data workflows Drive multi-system integration with tools like Procore, ERPs, ATS, Google Suite, and APIs ✅ Product Strategy & Lean Execution Run rapid product discovery sprints to validate what to build — before writing a line of code Shape early product direction through use case mapping, user interviews, and iterative prototyping Help founders build and scale lean product teams — from first hires to cross-functional pods Define MVP scope, GTM loops, and internal tooling priorities with clear logic and speed 🛠️ Core Skill Areas AI / ML: OpenAI API, LangChain, RAG pipelines, Hugging Face Frontend: ReactJS, Tailwind, V0.dev (enterprise-grade design) Backend: FastAPI, PostgreSQL, AWS Lambda, Docker Infra & DevOps: AWS (ECS, IAM, S3, CloudFormation), GitHub Actions Product: Lean UX, Discovery Workshops, Rapid Prototyping, Team Structuring Tools: Notion, Procore API, Google Sheets, Zapier, Make, Slackbots 🤝 Why Clients Work With Me ✅ Clarity, fast — I turn vague ideas into clear product direction ✅ AI that works — I build agents that solve real problems, not just demos ✅ Founder mindset — I focus on outcomes, not just output ✅ Team Scaler — I help you hire smart and move fast ✅ Hands-on delivery — From first doc to working product, I stay involved If you're building an AI-native product — or need an experienced partner to validate, deliver, and scale — let’s talk.

🥇 Top 3% AWS Expert on Upwork | AWS Advanced Tier Partner | Certified Solutions Architect I help startups and enterprises design secure, scalable and cost-optimized cloud infrastructure on AWS. Over the last 10+ years, I have successfully delivered: ✅ AWS Cloud Architecture Design ✅ AWS → Datacenter / Multi-Cloud Migration ✅ DevOps Automation (Terraform, CI/CD, Docker, Kubernetes) ✅ AWS Cost Optimization (25%–40% Savings Achieved) ✅ Serverless & AI/ML Platform Deployment ✅ Secure Infrastructure & Compliance Setup ✅ SaaS Infrastructure Scaling I have worked on large-scale telecom, SaaS, e-learning and fintech platforms, handling production workloads with millions of users. ⭐ What I Can Help You With ☁️ Cloud Architecture & Migration AWS Landing Zone Setup 3-Tier Secure Architecture Design Data Center Migration Strategy Cloud Modernization & Re-architecture High Availability & Disaster Recovery ⚙️ DevOps & Automation Terraform Infrastructure as Code CI/CD Pipelines (GitHub Actions / Jenkins / AWS CodePipeline) Docker & Kubernetes (EKS / ECS Fargate) Monitoring & Observability Setup 💰 AWS Cost Optimization Specialist Rightsizing & Reserved Instance Planning Storage & CDN Optimization Cloud Billing Analysis FinOps Implementation 🤖 Serverless & AI Cloud Deployment AWS Lambda, API Gateway, DynamoDB Event-Driven Architectures AWS Bedrock / SageMaker AI Deployment Real-time Analytics Pipelines 🔐 Security & Compliance IAM Hardening & Access Strategy Private Networking (VPC, VPN, Bastion) WAF, Shield, KMS Implementation Production Security Audits 🧠 AWS Technologies Expertise EC2 | S3 | RDS | Aurora | Lambda | API Gateway | ECS | EKS | CloudFront | VPC | Route53 | DynamoDB | Redshift | Glue | Kinesis | SageMaker | CloudWatch | CloudTrail | IAM | WAF | Shield | Terraform | Docker | Kubernetes 📈 Proven Results ✔ Reduced AWS cost by 35% for telecom infrastructure migration ✔ Optimized video platform infra saving $7K/month CDN + storage cost ✔ Migrated 20+ production workloads with zero downtime ✔ Designed secure AI cloud architecture for enterprise deployments 🤝 Why Clients Hire Me ⭐ AWS Partner Level Expertise ⭐ Strong Business + Technical Understanding ⭐ Security-First Architecture Approach ⭐ Clear Communication & Documentation ⭐ Long-term Support & Reliability 📩 Let’s discuss your AWS architecture, migration or cost optimization goals. I can provide a quick audit + architecture recommendation call.

With 14+ years in software engineering, systems architecture, and IT leadership, I help founders, startups, and matured companies to turn complex ideas into clear, strategic, and actionable software solutions. Whether you're validating an early-stage concept, optimizing a legacy system, or building scalable infrastructure from scratch. I bring a unique blend of technical depth, strategic thinking, and team leadership. I’ve worked across most of the roles in IT like: software engineer, full-stack dev, project manager, QA, DevOps, team lead, and architect. This gives me a 360° view of the software development lifecycle, allowing me to make pragmatic, value-driven choices that move projects forward efficiently. If you're navigating technical uncertainty, scaling fast, or planning your next product, I'm here to guide you with clarity, confidence, and execution. The first step into the unknown is always easier with an expert by your side. Message me today. I’m here to help you build smart, scalable, successful systems :-).

🎖 AWS Certified Solutions Architect – Professional 🎖 AWS Certified Solutions Architect – Associate 🎖 CISA Certified Information Security Expert 🎖 16+ Years in Cloud Security, Compliance & AI-Driven Automation 💡 Track Record: ✅ 6,900+ Hours on Upwork ✅ 200+ Successfully Delivered Projects ✅ Top Rated Plus Freelancer When businesses need to secure their cloud infrastructure, pass a compliance audit, or build AI-powered DevSecOps pipelines — they come to me. I'm a CISA-certified Cloud Security and Compliance Expert with 16+ years of experience helping startups, enterprises, and regulated industries build systems that are secure, audit-ready, and future-proof. What sets me apart today is my ability to combine deep compliance and security expertise with modern AI capabilities — including Agentic AI workflows, prompt engineering, and intelligent automation — to deliver faster results with fewer manual bottlenecks. Over 200+ projects and 6,500+ hours on Upwork, I've helped organizations across the US, Europe, and Middle East strengthen their security posture, achieve certifications, and ship secure products without slowing down their engineering teams. 🤖 AI & Intelligent Automation Skills (New & In-Demand) ✅ Agentic AI Development — Design and deploy autonomous AI agents for compliance monitoring, security alerting, and audit evidence collection using LangChain, AutoGen, and CrewAI frameworks ✅ Prompt Engineering — Craft production-grade prompts for security analysis, policy generation, risk assessment automation, and compliance documentation using GPT-4, Claude, and open-source LLMs ✅ AI-Powered DevSecOps — Integrate AI-driven code scanning, vulnerability detection, and automated remediation into CI/CD pipelines ✅ Intelligent Compliance Automation — Build AI workflows that continuously monitor controls, flag gaps, and generate audit-ready evidence — reducing manual compliance effort by up to 70% ✅ LLM Integration & Development — Integrate large language models into security dashboards, internal tools, and compliance platforms via REST APIs and SDKs 🔐 Core Expertise: Security, Compliance & Governance ✅ IT Compliance & Audit Readiness HIPAA, PCI-DSS, GDPR, ISO 27001, SOC 1 & SOC 2 implementation and audit support DPDP Act compliance frameworks and governance Risk assessments, gap analysis & security control mapping Policy development, security documentation & AI-assisted monitoring ✅ Security Audits, VAPT & Risk Mitigation Comprehensive security audits with detailed, actionable reporting Cloud Security Audits across AWS & Azure environments Vulnerability Assessment & Penetration Testing (VAPT) CIS Benchmarks and NIST framework enforcement Enterprise-wide vulnerability management & remediation planning ✅ DevSecOps & Cloud Security Engineering DevSecOps with Zero Trust architecture and AI-assisted threat detection Cloud Security Posture Management (CSPM) AWS Security Hub, GuardDuty, Inspector Azure Security Center & governance policies Secure CI/CD pipeline automation with built-in AI-powered security controls ☁️ Cloud & DevOps Engineering Cloud Platforms AWS (EC2, ECS, EKS, Lambda, IAM, S3, Route 53, RDS, CloudFormation) · Microsoft Azure (AKS, VMs, VNets, Azure DevOps, Azure Monitor) · Kubernetes · Docker · Terraform · Helm · GitOps · Ansible · Jenkins CI/CD & Infrastructure as Code GitHub Actions · GitLab CI/CD · Azure Pipelines · Terraform · CloudFormation · Automated deployments & release management Monitoring, Observability & Incident Response Prometheus · Grafana · OpenTelemetry · AWS CloudWatch · ELK Stack · Datadog · AI-assisted threat monitoring · Disaster recovery & business continuity planning 💡 What You Get Working With Me ✅ Compliance-ready security frameworks built for audit day ✅ AI agents and automation that cut manual compliance work dramatically ✅ End-to-end security audits with clear, prioritized remediation plans ✅ Secure, scalable cloud infrastructure with proactive AI-powered monitoring ✅ DevSecOps pipelines with security and intelligence baked in from day one ✅ A single expert who speaks both security and AI — no need to hire two people 📞 Available now for cloud security audits, SOC 2 / ISO 27001 compliance, DevSecOps implementation, VAPT, Agentic AI development, and intelligent compliance automation. 🚀 Let's talk about how I can help you build a system that's secure, compliant, and ready for the AI-driven future.

Website: alexostrovskyy.com Whether it's a complex Generative AI model or a classic predictive algorithm, a model is only valuable when it's reliably working in production. I architect and build the robust, scalable, and cost-effective systems that turn machine learning potential into measurable business impact. As an Expert-Vetted (Top 1%) AI/ML Architect with over 15 years in enterprise systems, I specialize in solving the critical "last-mile" problem: making machine learning work in the real world. My focus is on helping businesses like yours: 🚀 Productionize Your Full ML Portfolio: I take your models—from classic predictive algorithms to complex LLMs—out of the notebook and into production. I design and deploy the high-availability cloud infrastructure (AWS, GCP, Azure) needed to make them performant and reliable. 💰 Optimize Cloud Costs Across All Models: ML can be expensive. I audit your complete ML infrastructure to identify and eliminate wasteful spending on both training and inference. My goal is to maximize your ROI on every model you run. ⚙️ Implement Robust MLOps Frameworks: I build automated CI/CD/CT (Continuous Integration/Delivery/Training) pipelines for your entire ML lifecycle. This ensures governance, reduces manual error, and allows your data science team to iterate and deploy new models faster and more safely. Why Choose Me? I provide a rare combination of full-spectrum ML knowledge and battle-tested engineering discipline. ⭐ Expert-Vetted by Upwork: Formally recognized as being in the top 1% of talent on this platform. ⭐ Full-Spectrum ML Expertise: My specialization in Generative AI is built on a deep, 9+ year foundation in traditional Machine Learning (from classification to forecasting) and Data Science. I don't just follow the latest trends; I understand the entire landscape. ⭐ 15+ Years of Architecture Experience: My background ensures your ML system is not just a model, but a well-engineered, maintainable, and secure component of your business. ⭐ PMP® & SAFe® Certified: I manage projects with professional discipline, ensuring clear communication, on-time delivery, and a sharp focus on your business goals. How We Can Start The best way to begin is with a focused, paid consultation. In a single one-hour session, we can scope your project, audit your existing systems, or map out a strategic AI roadmap. This provides you with immediate, actionable value. Ready to build an AI system that delivers real-world results? Send me a message detailing your challenge, or book a consultation directly from my Project Catalog below. AWS Certified Solutions Architect – Associate (credential ID 8DHX75GJNMB4QHK4) Microsoft Azure Solutions Architect Expert (credentials ID H824-5490) Google Cloud Certified Professional Cloud Architect (credential ID ewj6QX) DeepLearning.ai TensorFlow Developer (credential ID HEVK9ED3TBKE) DeepLearning.ai TensorFlow Advanced Techniques (credential ID QYKHJ4MNBJRS) DeepLearning.ai Natural Language Processing (credential ID CA2TGU52DMSV) DeepLearning.ai Tensorflow Data and Deployment (credential ID S5C7BFNCGEQW) SAS Certified Specialist: Visual Business Analytics Using SAS Viya Bloomreach Engagement Integration Course (credential ID 8fu48czgzvfh) Bloomreach Engagement Foundations Course (credential ID 2uwqavjjvbup) Bloomreach Discovery Foundations Course (credential ID bee4jicx4sf4) Project Management Institute (PMI) Project Management Professional (PMP) (credential ID 1838276) Scaled Agile SAFe 5 Agilist (credential ID 24466667-8866) PMO Global Alliance PMO Certified Practitioner (credential ID 14008588) Scrum Alliance Certified Product Owner (credential ID 000428033) and Certified Scrum Master (credential ID 000428033) IELTS speaking - 8.0 IELTS reading - 8.5 You can read more about me - alexostrovskyy.com

Is your Salesforce org doing the work, or adding more work? Most Salesforce implementations become the thing they were meant to replace. 🏆 𝟭𝟬𝟬% Job Success Score across every completed Salesforce engagement 📊 +$𝟱𝟬𝟬𝗞 new business in month one on a B2B lending Salesforce rebuild, application cycle cut to 𝟭 day 💼 CEO at Trinity Relationship Management, a dedicated Salesforce agency serving US-based clients ✅ 𝗜𝗧𝗜𝗟 𝗩𝟰 𝗗𝗶𝗿𝗲𝗰𝘁, 𝗣𝗹𝗮𝗻, 𝗜𝗺𝗽𝗿𝗼𝘃𝗲 certified, 𝟭𝟬+ years in enterprise IT and CRM platforms ⚡ Specialized across Sales Cloud, Service Cloud, Marketing Cloud (Pardot and MCAE), Experience Cloud, and Data Cloud 🎯 Full team coverage: Salesforce Administrator, Salesforce Developer, Salesforce Consultant, and Marketing Cloud implementation ⭐⭐⭐⭐⭐ "Matthew has been amazing and I will hire again in the future. He'd been great for my company!" (Salesforce CRM Administrator engagement, 𝟰𝟴𝟮 hours delivered, 𝟱.𝟬 rating across 𝟮 client reviews) As the CEO of Trinity Relationship Management, I run a dedicated Salesforce agency partnering with US-based companies to design, implement, administer, and develop Salesforce solutions that actually get used. My team builds Salesforce around how you sell and operate, not the other way around: custom Lightning UI, custom objects, Apex, native Salesforce apps, and cross-cloud architectures for B2B lenders, insurance agencies, medical distributors, real estate investors, nonprofits, and enterprise SaaS teams. We live inside Salesforce every day, not as generalists. 🔶 B2B Lending Application Platform (Financial Services): +$𝟱𝟬𝟬𝗞 new business in month one | application cycle cut from multi-day to 𝟭 day | Salesforce + lender API + MCAE 🔶 Salesforce Operations Center (Enterprise SaaS): retired fragmented third-party stack | native Sales Cloud, Service Cloud, Experience Cloud, and e-signature on one platform 🔶 Real Estate Investment Operations: custom Project object for property pipeline | underwriting-aligned opportunity stages | custom Sales homepage with KPI dashboards 🔶 Insurance Agency Transformation: bulk application submission | dynamic quote generation via custom object | unified Marketing Cloud + Sales Cloud + Sales Engagement 🔶 EasySign: Trinity's native Salesforce document generation and e-signature product, multi-signer routing, PDF generation, audit trail, no envelope limits 𝗪𝗛𝗔𝗧 𝗜 𝗗𝗢 ✅ Salesforce Administration: user management, org cleanup, permission sets, data quality, reports and dashboards ✅ Salesforce Implementation: Sales Cloud and Service Cloud rollouts scoped against your actual sales and support workflows ✅ Salesforce Development: Apex, Lightning Web Components (LWC), triggers, batch jobs, REST and SOAP integrations with external systems ✅ Salesforce Native App Development: we built EasySign, our native document generation and e-signature app with multi-signer routing, merge fields, PDF generation, and audit trail, zero external dependencies ✅ Custom Salesforce Object Architecture: custom objects, bespoke Lightning UI, opportunity stage design aligned to your business model (lending, real estate, insurance, SaaS, nonprofit) ✅ Marketing Cloud and Account Engagement (Pardot/MCAE): journey builds, email deliverability, lead scoring, SMS campaigns, Marketing Cloud to Sales Cloud handoffs ✅ Data Cloud: unified data modeling, identity resolution, activations across Sales Cloud and Marketing Cloud ✅ Salesforce CPQ and Revenue Cloud: quote-to-cash builds, price rules, approval flows, product catalog architecture ✅ ITSM on Salesforce: Service Desk case management, SLA automation, ITIL-aligned support workflows ✅ Salesforce Talent: fractional Salesforce Administrator and Salesforce Developer staffing for agencies and in-house teams that need senior help fast 𝗪𝗛𝗢 𝗜 𝗪𝗢𝗥𝗞 𝗪𝗜𝗧𝗛 🎯 US-based companies running Salesforce that want a senior Salesforce partner, not a low-bid admin 🎯 B2B Lending, Insurance, Medical Technology, Real Estate Investment, Education, Nonprofit, and Enterprise SaaS teams needing Salesforce built around their specific business model 🎯 Founders, RevOps leads, and CRM owners who need Salesforce work done right the first time 🎯 Teams looking for dedicated Salesforce capacity: implementation, ongoing admin, custom development, native app builds, or Marketing Cloud buildouts 🎯 Engagements with real scope, not quick Salesforce fixes or 30-minute tasks 𝗠𝗬 𝗣𝗥𝗢𝗖𝗘𝗦𝗦 1️⃣ Discovery: free 30-minute call, we scope the Salesforce work, the constraints, and what success looks like 2️⃣ Proposal: fixed-scope or retainer options with clear Salesforce deliverables and timeline 3️⃣ Build: my team delivers Salesforce Administrator, Salesforce Developer, implementation, custom objects, native app work, or Marketing Cloud with 24/7 ITSM-backed support Send me a message or invite me to your Salesforce project. Happy to jump on a quick call this week to scope the work.

Dynamic product manager, project manager and software engineer with extensive experience leading high impact projects at renowned organizations, including NASA's Johnson Space Center, Big Tech companies Microsoft, Amazon and a COVID-19 startup. A graduate of Georgia Tech, bringing strong analytical and technical expertise to complex challenges. Skilled at crafting innovative solutions and managing intricate technical initiatives while fostering collaboration among cross-functional teams in fast-paced environments. Proven track record of delivering exceptional results across the aerospace, healthcare, and technology sectors, underscoring a commitment to exceeding expectations. Certified Professional Scrum Master I & II (PSM I & PSM II), in addition to being certified in multiple PM software platforms such as Asana, ClickUp, and Monday with a strong focus on designing and optimizing workflows to enhance team collaboration and productivity.

I design operational automation systems that help businesses reduce manual work, streamline workflows, and scale more efficiently. My expertise combines AI-enhanced automation, APIs, workflow architecture, and cross-platform integrations across healthcare and business operations. I work extensively with Make, Keragon, APIs, healthcare CRMs, and AI-assisted workflows. Specialized systems include patient intake automation, follow-up workflows, internal operations, notifications, CRM automation, and cross-platform process orchestration. As a Keragon Certified Solution Partner Expert, I build HIPAA-aware healthcare workflows focused on reliability, operational clarity, and scalable automation systems. My focus is not just automation, but building systems that support real operational workflows and long-term operational efficiency.

Expert-Vetted on Upwork (Top 1%). Fractional CTO and AI engineer. 15+ years building search systems, ML platforms, credit engines, and recommendation systems across biotech, fintech, and martech. The implementation layer is getting cheaper every quarter. Judgment about what to build, when, and with what tradeoffs has gotten more valuable. That's where most of my time goes now. 𝗪𝗵𝗮𝘁 𝗜 𝗱𝗼 • Help you decide what's worth building • Help you scope it without painting yourself into a corner • Take the technical side off your plate for a while 𝗛𝗼𝘄 𝗜 𝘄𝗼𝗿𝗸 • I'll tell you not to build it if it's not worth building • I push back, and I expect you to push back on me • I take responsibility, and I expect the authority that goes with it 𝗦𝗲𝗹𝗲𝗰𝘁𝗲𝗱 𝘄𝗼𝗿𝗸 • Medical-legal document extraction. Owned architecture, build, and the calls about what to automate vs leave to humans. Weeks of analyst review compressed to minutes. The interesting problems weren't the AI ones. • Scientific AI platform for biotech R&D. Took a working PoC to a system the team actually relies on. Parser reliability, confidence calibration, CI/CD benchmarking. • AI-assisted event marketplace. Backend architecture, payments, AI planning assistant. • Domain-adapted speech recognition for spacecraft operations. Real-time voice-loop capture, indexed searchable transcripts, deployed across multiple missions. • Personalized footwear production pipeline. Parametric CAD + automated manufacturing instructions. 2 days → 30 minutes per pair. Made the unit economics work. 𝗘𝗻𝗴𝗮𝗴𝗲𝗺𝗲𝗻𝘁𝘀 • Initial Fit Call — free. 30-min call + follow-up memo with 2–3 ranked next steps. • AI Product Audit & Roadmap — from $7k, ~2 weeks. Pressure-test scope, architecture, stack, failure modes, team shape. • Fractional CTO — custom, usually 10–20 hrs/week for 3–6 months. I own architecture, technical direction, and execution quality. Stack often includes: Python/FastAPI, TypeScript/React/Next, Postgres, GCP/AWS, OpenAI/Anthropic, RAG, vector search.