Sohaib Anwaar's Work | ContraWork by Sohaib Anwaar
Sohaib Anwaar

Sohaib Anwaar

Sr. AI/ML Engineer | Agentic AI Systems

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Cover image for Project: From 0 to Production;
Project: From 0 to Production; HIPAA-Compliant Healthcare SaaS (90 Days) πŸš€ πŸ“– The Story Pre-seed startup πŸ₯ needed an enterprise-grade B2B2C mental health platform; built, hardened, and deployed yesterday. As Senior Full-Stack Developer & Architect, I transformed their vision into a robust, scalable reality in just 4 months. We adopted an innovative AI-Native "Vibe Coding" workflow using Claude Code. πŸ€– While Claude accelerated code generation, I focused 50%+ of my time on architecture, multi-tenant database design, HIPAA hardening πŸ”’, and critical code review. The result: shipping 150+ commits at the speed of a team twice our size, without sacrificing quality or security. We built a complex application featuring patient intake, personalization engines, B2B dashboards, and content delivery;all deployed on secure, automated cloud infrastructure. ☁️ Key Workstreams: - Engineering: React/TypeScript, Node.js/Express, PostgreSQL, Prisma πŸ’». - SaaS Architecture: Multi-tenant design with strict data isolation 🏒. - Security & Compliance: HIPAA compliant, encryption, audit logs, OWASP hardened πŸ›‘οΈ. - DevOps: AWS (RDS, S3, Lambda), Docker, CI/CD pipelines, staging/production deployments βš™οΈ. - AI Development: Expert oversight and refinement of Claude Code outputs 🦾. πŸ† Project Recognition (Client Endorsement) "Sohaib delivered an enterprise-grade, HIPAA-compliant SaaS MVP from zero to fully deployed product... covering full-stack development, cloud infrastructure, CI/CD, and production deployments, all at a pace that would normally require a team twice the size." "He took full ownership across the entire stack, frontend, backend, database, DevOps, and consistently delivered clean, production-ready code... Reliable communicator, strong engineer, fast executor. Would rehire immediately for any complex full-stack, AI/ML or compliance-sensitive project."
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Cover image for Sometimes, the best content isn't
Sometimes, the best content isn't created; it's found inside what already exists. This project explores an AI-driven approach to repurposing long-form podcasts, with a focus on speed, context-aware highlight detection, and multi-platform formatting. Every clip is generated to guide viewer attention naturally, while keeping the output fast, accurate, and ready to publish across platforms. I enjoy experimenting with different AI models and clipping logic to see how small changes in context detection can completely transform which moments actually perform. Which format do you trust more for short-form content: πŸ€– fully automated AI clipping or βœ‚οΈ human-edited highlights? #AI #ContentCreation #PodcastEditing #AIAutomation #VideoEditing #NoCode #ContentRepurposing #AIWorkflow #CreativeDeveloper Chopcast AI β€’ n8n β€’ OpenAI β€’ Node.js
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Cover image for 🚨 Zero-trust security sounds simple…
🚨 Zero-trust security sounds simple… until you're the one building it. "Never trust, always verify" is easy to say. Implementing it across a distributed system is a different story. While building ZeroTrusted.AI (http://ZeroTrusted.AI); a zero-trust, AI-driven security platform β€” the hardest part wasn't the encryption or the storage. It was making sure every single request, from every service, proved itself every single time. When I architect zero-trust systems, I focus on: πŸ” Identity verification at every layer (not just the perimeter) πŸ” End-to-end encryption for data at rest and in transit πŸ” Decentralized storage to remove single points of failure πŸ” Real-time threat detection that flags anomalies before they escalate πŸ” Seamless IT integration so security doesn't break existing workflows A platform can look secure on paper and still leak trust somewhere in the middle of the flow. Sometimes the real vulnerability isn't in the firewall; it's in the handshake nobody double-checked. Have you ever had a "secure" system get compromised by something ridiculously small? πŸ˜… AI Development (https://contra.com/community/topic/ai-developer) Cybersecurity (https://contra.com/community/topic/cybersecurity) Web Development (https://contra.com/community/topic/web-developer) Node.js (https://contra.com/community/topic/node.js) Vibe Coding (https://contra.com/community/topic/vibe-coding) API (https://contra.com/community/topic/api)
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