I am a seasoned technology leader with over a decade of experience driving innovation, building high-performing teams, and scaling remote-first organizations. My expertise spans SaaS and self-hosted products, where I specialize in cloud-native strategies, team development, and solving complex business challenges with technology. Career Highlights: - Revenue Growth & SaaS Transformation: Spearheaded the transformation of Mattermost into a scalable SaaS enterprise, driving 7-figure revenue growth and aligning cloud strategy with executive vision. - Remote Work Advocate: Built and managed global remote teams for 12+ years, implementing tools, practices, and cultures that enhance collaboration and productivity. - Leadership Acceleration: Promoted rapidly in roles including Director of Product Operations, Head of Cloud, and Interim VP of Engineering, showcasing adaptability and strategic vision. - Author & Speaker: Authored "Argo CD in Practice" and delivered impactful talks at conferences like Kafka Summit, Kubernetes Meetups, and Conf42. - Start-Up Growth: Worked closely with Upwork founder Odysseas Tsatalos for four years, shaping R&D cultures and scaling engineering operations to meet global standards. Areas of Expertise: - Zero to One: Building MVPs to secure early traction. - AI-Powered Innovation: Developing and designing AI multi-agents as a strategic innovation - Engineering Culture: Cultivating inclusive, growth-oriented teams for global and remote workforces. - Executive Strategy: Translating business goals into technology roadmaps aligned with sales, marketing, and people teams. - Product Evolution: Driving the transition of legacy products into future-ready solutions aligned with business outcomes. - Reliability & Security: Implementing robust on-call, incident management, and SOC2 readiness strategies. - DevOps & Delivery: Optimizing CI/CD pipelines with supply chain security practices. - Technical Advisory: Assessing R&D workflows, hiring processes, and engineering structures for scalability and efficiency. - Cloud & SaaS Architecture: Designing systems for high availability and resilience in modern cloud environments. What I Bring: - Proven success in aligning technology strategies with business growth. - A mentorship-first approach to leadership, enabling team success at every level. - The ability to pivot teams, products, and strategies for maximum impact. If you’re looking for a fractional CTO to guide your technology vision, build your team, and ensure operational excellence, let’s connect!

Cloud Solution Architect with engineering experience in Cloud SQL Big Data technologies including Data Architecture to support various Business Intelligence needs. Solution Architect in Technical Teams on Cloud Data Solutions into various Cubes, Data Marts, and ERP Systems. Developed data structures for business using various Analysis Services Cubes, BI Dashboard, and Scorecards. Recent experiences include developing multiplayer AI Platform with Generative AI using AWS Bedrock for back-office CareManagement application including HealthCare. Implementations included Anthropic Claude model & Twilio Integration for Client Onboarding, Authentication, and Call Flow Management. Cloud Services Database include Snowflake Data Cloud, Azure Cloud, Go/Language (JSON and yaml) with Anaconda python programming. Migrated Data Lakes from on-prem up to SnowFlake using SnowPipe and SnowSQL using command line scripts using AI methods. Implemented standards and data designs for HIPAA, SOX, regulatory, compliance, financial, reporting, and auditing. Next generation AI development with Anthropic Claude Code, ChatGPT, Gemini, etc.

✔ Expert in Fortigate, Sonicwall, Sophos, pfSense, OPNSense, Cisco, Meraki, Unifi, VPN etc. 🥇 100% JSS & Positive Feedback ☑️ 13+ Years Experience ☑️ 100+ Projects Delivered ⭐️Top Rated Plus ☑️ 93% Long-Term Client ➤ Full Time Freelance Consultant and Engineer with a background as a Senior Information Specialist. ➤ Vast experience working in MSP, Enterprise environment 🏦. Served 100+ projects in Upwork for clients around World 🌎. ➤ My expertise spans network & security design and implementation ( Firewall, Routers, Switches, Wi-Fi, Servers, Cloud ), cybersecurity strategy, migration projects, security enhancement, on-going support & maintenance and troubleshooting, with a focus on balancing performance and protection with compliance, so businesses can grow confidently. 🥈 Core Competencies: 🔹 Network & Security Architecture (Enterprise LAN/WAN, SD-WAN, Cloud & Hybrid Networks). 🔹 Security Audits, Hardening & Infrastructure Assessments. 🔹 Firewall Solutions (FortiGate, Sophos, SonicWall, Unifi, Meraki, pfSense, OPNsense). 🔹 VPN Solutions (Site to Site; Remote access VPN; IPSec/SSL; OpenVPN; WireGuard ) 🔹 Cloud & Hybrid Networking (AWS, Azure, Cloudflare Domain & DNS Management). 🔹 SASE & Zero Trust (Umbrella, CloudConnexa, Perimeter 81, Cloudflare ZTNA). 🔹 IAM & MFA (Entra ID, Okta, Duo, SAML). 🔹 Routing, Switching & Network Segmentation (Cisco, Aruba, Fortinet, UniFi, Meraki). 🔹 Wireless Design, Security, Performance Analysis & Optimization. 🔹 Infrastructure Services (Active Directory, DNS, DHCP, RDP, File Services). 🔹 Endpoint & Access Security -FortiEMS, Sophos Intercept X. 🔹 Compliance Readiness & Security Governance (ISO 27001, SOC 2, PCI DSS, HIPAA). 🔹 Technical Consulting, Documentation & Standards Governance. 👁‍🗨Your Trusted Network Security Expert: :::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: Leveraging my extensive experience and high-level skills in network security, my ability to rapidly adopt new technologies ensures I stay ahead of the curve, offering a full suite of freelance services to fortify your digital infrastructure and protect your valuable data. 💬 Please connect with me via Upwork chat to discuss your specific requirements.. Thanks 🙏 ------------------------------------------------------------------------ #Network #Security #Fortigate #VPN #SDWAN #Cisco #Pfsense #Sonicwall #Unifi #Meraki #AWS #Fortinet #Firewall #Cloud #VPC #Network Architecture #IPS #Malware Protection #NGFW #ZTNA #SASE #CASB #Cloudflare #Zero Trust #Perimeter 81 #Active Directory #Security Consultant #Sophos #Wifi #Switch #Storage Server #Synology NAS #TrueNAS #RAID --------------------------------------------------------------------------

Vastly experience IT expert and top ranked AWS consultant on Upwork that specializes in AWS consulting, security, DevOps, web and mobile app development, AI/ML, and more! Certified "AWS Solutions Architect" and "AWS Certified Security - Specialty" expert and specialist at creating secure, highly available and cost efficient environments in the AWS cloud that meet all modern compliance standards such as HIPAA, PCI and SOC2. Over 15 years experience of in-house IT consulting for large investment banks in London, Sydney & New York. Contact me if you need highly recommended AWS certified consulting services to evaluate your needs, make the move to the cloud, and vastly improve your technology environment. Areas of Expertise: - AWS Cloud Architecture - Cloud Migrations & Modernization - DevOps & Infrastructure Automation - Cloud Security & Compliance (HIPAA, SOC2, etc.) - Cost Optimization - Disaster Recovery & High Availability - Storage & Data Platforms - Databases (RDS, Aurora, etc.) - AI / ML & Data Engineering

Suhaib Qaiser is a powerhouse architect and full-stack innovator who turns complex ideas into production-ready, enterprise-grade platforms. With 20+ years across 𝐜𝐥𝐨𝐮𝐝 𝐞𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠, 𝐦𝐢𝐜𝐫𝐨𝐬𝐞𝐫𝐯𝐢𝐜𝐞𝐬, 𝐀𝐈 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧, 𝐚𝐧𝐝 𝐝𝐢𝐠𝐢𝐭𝐚𝐥 𝐩𝐫𝐨𝐝𝐮𝐜𝐭 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭, Suhaib has built a reputation for designing systems that don’t just work 𝘵𝘩𝘦𝘺 𝘴𝘤𝘢𝘭𝘦, 𝘦𝘷𝘰𝘭𝘷𝘦 𝘢𝘯𝘥 𝘳𝘦𝘥𝘦𝘧𝘪𝘯𝘦 𝘸𝘩𝘢𝘵'𝘴 𝘱𝘰𝘴𝘴𝘪𝘣𝘭𝘦. And he provides 𝟑𝟎-𝐦𝐢𝐧𝐮𝐭𝐞𝐬 𝐒𝐨𝐟𝐭𝐰𝐚𝐫𝐞 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞 𝐂𝐨𝐧𝐬𝐮𝐥𝐭𝐚𝐭𝐢𝐨𝐧 *** 𝐂𝐨𝐦𝐩𝐥𝐞𝐭𝐞𝐥𝐲 𝐅𝐫𝐞𝐞 *** Next-Level Expertise: 𝐀𝐖𝐒 | 𝐀𝐳𝐮𝐫𝐞 | 𝐈𝐀𝐌 | 𝐊𝐮𝐛𝐞𝐫𝐧𝐞𝐭𝐞𝐬 | 𝐍𝐨𝐒𝐐𝐋 | 𝐃𝐚𝐭𝐚 𝐖𝐚𝐫𝐞𝐡𝐨𝐮𝐬𝐢𝐧𝐠 𝐌𝐚𝐬𝐭𝐞𝐫𝐲 From healthcare to fintech, mobility, robotics, and SaaS, his blueprints power real businesses, real revenue, and real impact. Whether it’s a 𝐦𝐮𝐥𝐭𝐢-𝐫𝐞𝐠𝐢𝐨𝐧 𝐀𝐖𝐒 𝐦𝐢𝐜𝐫𝐨𝐬𝐞𝐫𝐯𝐢𝐜𝐞𝐬 𝐜𝐥𝐮𝐬𝐭𝐞𝐫, 𝐚𝐧 𝐀𝐈-𝐩𝐨𝐰𝐞𝐫𝐞𝐝 𝐬𝐜𝐡𝐞𝐝𝐮𝐥𝐢𝐧𝐠 𝐞𝐧𝐠𝐢𝐧𝐞, 𝐨𝐫 𝐚 𝟑-𝐬𝐞𝐜𝐨𝐧𝐝 𝐚𝐮𝐭𝐨𝐧𝐨𝐦𝐨𝐮𝐬 𝐜𝐡𝐞𝐜𝐤-𝐢𝐧 𝐫𝐨𝐛𝐨𝐭, Suhaib brings the rare ability to architect, build, optimize, and deliver; all with the precision of an engineer and the vision of a founder. 🚀 What Suhaib Does (Exceptionally Well) Suhaib doesn’t just solve problems — he engineers ecosystems. His portfolio includes: 𝑪𝒍𝒐𝒖𝒅-𝑵𝒂𝒕𝒊𝒗𝒆 𝑴𝒊𝒄𝒓𝒐𝒔𝒆𝒓𝒗𝒊𝒄𝒆𝒔 𝑨𝒓𝒄𝒉𝒊𝒕𝒆𝒄𝒕𝒖𝒓𝒆𝒔 AWS, Azure, Kubernetes, event-driven systems, multi-region blueprints, zero-trust security models. 𝑨𝑰 + 𝑨𝒖𝒕𝒐𝒎𝒂𝒕𝒊𝒐𝒏 𝑷𝒍𝒂𝒕𝒇𝒐𝒓𝒎𝒔 LLM integrations, predictive workflows, robotics-driven check-ins, intelligent schedulers, and voice-activated systems. 𝑬𝒏𝒕𝒆𝒓𝒑𝒓𝒊𝒔𝒆 𝑰𝒏𝒕𝒆𝒈𝒓𝒂𝒕𝒊𝒐𝒏𝒔 EHR systems like Athena Health, SSO/Entra ID/Okta identity layers, Salesforce automations, bank-grade compliance patterns. 𝑯𝒊𝒈𝒉-𝑷𝒆𝒓𝒇𝒐𝒓𝒎𝒂𝒏𝒄𝒆 𝑪𝒐𝒏𝒔𝒖𝒎𝒆𝒓 𝑷𝒍𝒂𝒕𝒇𝒐𝒓𝒎𝒔 Ride-hailing super-app infrastructure, SaaS marketplaces, ticketing and event automation, multi-tenant operational systems. 𝑭𝒖𝒍𝒍 𝑷𝒓𝒐𝒅𝒖𝒄𝒕 𝑶𝒘𝒏𝒆𝒓𝒔𝒉𝒊𝒑 From architecture → development → DevOps → rollout → training → hypercare → long-term operational excellence. 🌐 Signature Projects That Define His Craft ✨ MamaBots (Healthcare Automation) Built an end-to-end patient scheduling & check-in SaaS system using AI, QR intelligence, robotics, and EHR integration. ✨ MamaTickets (3-Second Event Check-Ins) Invented a smart robot allowing venues and schools to admit guests in under 3 seconds — no staff, no bottlenecks. ✨ Reports Compiler (Enterprise Blueprint) Designed a fully modular reporting platform with OAuth2, microservices, Elasticsearch, Redis, Dynatrace, and cloud-native HA architecture. ✨ FyxGaming AWS Cost Optimization Reduced infrastructure cost from $60,000 → $20,000/month by rewriting Terraform IaC and reinforcing Kubernetes/DevOps. ✨ Banking & Enterprise Work Delivered secure architectures for TD Bank, Liberty Mutual, Medavie Blue Cross, Thynk Cloud, CGI, and Roto-Rooter. 🌟 Why Clients Call Suhaib a Rock Star Because he brings: ✨ Fortune-500 architecture thinking ✨ Startup-speed execution ✨ Founder-level ownership ✨ Premium communication and documentation ✨ Consistent on-time delivery He doesn’t just deploy apps — he builds platforms that teams can trust, scale, and franchise. 🎤 Suhaib Qaiser — The Engineer Who Turns Visions Into Systems Whether you're building your first MVP or refactoring an entire multi-region enterprise ecosystem, Suhaib brings the expertise, clarity, and leadership to elevate your product at every stage.

❌ Sorry, I don’t take small fixes or quick, one-time setups. ✅ I focus on long-term engagements, solving advanced DevOps challenges & delivering real business results, covering US, European & Australian timezones. My standard rate is $65 With 15+ years in Dev Ops, AWS DevOps & Azure DevOps, aws kubernetes, aws docker, I have designed architectures supporting 10,000+ concurrent users, reducing operational costs by 40% through automation. My 12+ years of expertise as a Senior DevOps Engineer in Kubernetes (DevOps Kubernetes / DevOps K8s), Terraform & CI/CD has enabled the deployment of 5,000+ containers daily, optimizing cloud workflows for enterprises managing petabytes of data across multi-cloud environments, including Application Release Automation, Deployment Automation & System Automation. 🌟 Certified Kubernetes Administrator (CKA) & AWS Certified Solutions Architect 💻 Proficient in DevOps Tools: AWS DevOps, Azure DevOps, Kubernetes, Docker, Jenkins, Terraform, GitLab CI/CD, AWS Glue, Sensu & Automated Monitoring. — Automated 90% of deployments with Jenkins, built 50+ apps using JavaScript & managed 100K+ daily requests on AWS, cutting costs by 30%. — Designed 100+ CI/CD pipelines, boosting delivery speed by 70% & optimized 200+ backend apps with Node.js. — Containerized 300+ apps using Docker, reducing provisioning time by 60% & provisioned 100+ environments with Terraform, cutting setup time by 80%. — Managed GCP with 500+ nodes, ensuring 99.99% uptime & improved efficiency by 70% with DevOps practices. — Optimized resource use by 40% with k8s, developed 20+ interactive apps using React, & automated 50+ microservices. — Led 50+ projects as a DevOps Engineer, automated 60% of tasks with Python, & ensured 99.99% uptime with Linux, Ubuntu, & CentOS — Managed 100+ projects with Git & automated 200+ configurations with Ansible. I specialize in aws dev ops & azure dev ops terraform workflows, enabling businesses to achieve high-performance, scalable, & secure deployments. My expertise includes automation with tools like Terraform for K8s infrastructure & devops amazon web services cloud environments, as well as advanced ci/cd processes for seamless integration & delivery, including Infrastructure Management & AlOps. With Kubernetes DevOps, I deploy containerized applications across platforms like AWS EKS, Azure AKS & GCP GKE. I also design efficient ci cd pipelines using tools such as Jenkins, GitLab CI/CD & GitHub Actions, ensuring reliable deployment with minimal downtime. In addition to infrastructure automation, I bring expertise in workflow automation, QA automation, & ML deployment. Core Competencies: As a Senior DevOps Engineer, devops Consultant, & CTO, I deliver innovative, scalable & efficient solutions for complex business challenges. ☁️ Cloud Infrastructure Design: Expertise in building robust architectures with aws devops engineer, azure devops engineer & gcp devops, integrating services like AWS RDS, AWS Big Data, AWS Cognito, & Google Cloud Platform. 🚀 CI/CD Pipelines: Proven experience designing & optimizing dev ops CI/CD workflows, including AWS CI/CD, Azure DevOps CI/CD, GitLab CI/CD, & advanced CICD pipelines. 📦 Container Orchestration: Advanced knowledge of Kubernetes devOps & Azure Kubernetes for managing scalable, secure & automated environments. 🤝 Automation Engineering: Proficient in tools like Terraform, Ansible & scripting with Python aws developer to automate workflows & infrastructure provisioning. 📊 Monitoring & Observability: Expertise in setting up monitoring tools like Sensu, Prometheus, Grafana, ELK & CloudWatch to ensure Automated Monitoring, real-time insights & performance tracking. 🔒 Security & Compliance: Skilled at implementing secure & compliant cicd pipelines, including DevOps Docker CI/CD, to protect sensitive data & ensure regulatory adherence. 🤖 Machine Learning Deployment: Hands-on experience deploying AI/ML models on AWS Lambda, GCP Terraform & Azure Machine Learning platforms. Services Offered: – Cloud architecture design & implementation on AWS Architect, Azure & GCP – CI/CD pipeline creation & optimization, including AWS CI/CD & Azure DevOps CI/CD – Infrastructure automation using Terraform, Ansible & devops kubernetes – End-to-end deployment solutions, including AWS deployment, Kubernetes Terraform & Azure DevOps automation – Secure microservices architecture migration, leveraging Docker & AWS Kubernetes – Workflow automation & QA process optimization for faster delivery cycles – Real-time monitoring & logging integration using Prometheus, Grafana & ELK stack – Support for Python AWS development, AWS RDS & AWS DynamoDB for database management ⭐⭐⭐⭐⭐ Client Testimonial: "We have been able to scale their platform by 300%, which has enabled them to onboard many customers. The team has done a remarkable job, they go beyond their duty & manage the project seamlessly." Let's connect & create a value-driven plan for your next project 👉🏻

If your infrastructure is holding your team back — slow deployments, security gaps, compliance pressure, or runaway costs — I fix it end to end. I'm a Senior DevOps & SRE Engineer with 7+ years of hands-on experience building and operating production cloud infrastructure for SaaS, fintech, and healthtech companies. I don't just advise. I implement — Terraform, Kubernetes, CI/CD pipelines, security hardening, cost optimization — and I own the outcome. ───────────────────────────────────── 🏆 WHY CLIENTS CHOOSE ME ───────────────────────────────────── - Top Rated Plus — Top 1% on Upwork - 100% Job Success Score | $100K+ earned - 45+ completed contracts across SaaS, fintech, healthtech - Led SOC 2 compliance programmes end-to-end at two Toronto companies - Trusted by founders, CTOs, and engineering teams across North America ───────────────────────────────────── 🚀 WHAT I DO ───────────────────────────────────── Cloud Infrastructure & AWS Architecture Production-grade AWS environments built right the first time — VPCs, EKS, ECS, RDS, Lambda, API Gateway, CloudFront. High availability, fault tolerance, and security baked in from day one. I've designed and operated systems handling millions of requests for funded startups and scale-ups. Kubernetes & Container Platforms EKS cluster design, Helm, ArgoCD, GitOps workflows, RBAC, network policies, pod security, Falco for runtime security, and full observability. Real production Kubernetes — not tutorial-level work. CI/CD & DevOps Automation GitHub Actions, Jenkins, AWS CodePipeline — automated build, test, and deploy pipelines that reduce deployment risk and free your team to ship faster. Zero-downtime blue/green and canary deployments included. Infrastructure as Code Modular, reusable Terraform across multi-account AWS environments. CloudFormation, Pulumi, Ansible. Fully reproducible, auditable infrastructure that your team can actually maintain. Security & Compliance (SOC 2 / HIPAA) I've led SOC 2 Type 1 and HIPAA technical implementation at regulated companies — not just as a GRC consultant writing policies, but as the engineer who implemented the controls: IAM hardening, GuardDuty, Security Hub, CloudTrail, KMS encryption, Vanta/Drata setup, and evidence pipelines. If compliance is blocking your next enterprise deal, I've done this before. Cost Optimization Reduced AWS spend by 30–60% across multiple client environments through Reserved Instance strategy, right-sizing, Savings Plans, and architectural improvements. I find the waste and fix it — with proof. SRE & Production Reliability Monitoring, alerting, incident response, SLOs, and error budgets. Prometheus, Grafana, CloudWatch, ELK. I've worked in production SRE roles and know what "on-call ready" infrastructure actually looks like. ───────────────────────────────────── 📊 RESULTS THAT MATTER ───────────────────────────────────── - Reduced cloud costs 30–60% across multiple AWS environments - Led end-to-end SOC 2 compliance at two separate companies from gap assessment through audit - Built HIPAA-compliant AWS infrastructure for a US healthtech startup - Designed and operated EKS platforms supporting production SaaS workloads - Migrated legacy infrastructure to fully automated, IaC-managed environments - Built CI/CD pipelines that cut deployment time and eliminated manual steps ───────────────────────────────────── 🧰 CORE STACK ───────────────────────────────────── Cloud: AWS (primary) · GCP Containers: Kubernetes (EKS/GKE) · Docker · Helm · ArgoCD IaC: Terraform · CloudFormation · Pulumi · Ansible CI/CD: GitHub Actions · Jenkins · AWS CodePipeline Security: GuardDuty · Security Hub · CloudTrail · KMS · IAM · WAF Compliance: Vanta · Drata · SOC 2 · HIPAA Observability: Prometheus · Grafana · CloudWatch · ELK · Datadog Languages: Python · Bash · Boto3 ───────────────────────────────────── ✅ YOU'RE THE RIGHT FIT IF YOU... ───────────────────────────────────── - Are a startup or scale-up on Cloud that needs infrastructure built properly, not just quickly - Have a compliance deadline (SOC 2, HIPAA) and need someone who can Implement the technical controls, not just write policies - Are spending too much on AWS and need someone to find and fix the waste - Need a production Kubernetes environment set up, secured, and monitored - Want an experienced engineer who takes ownership and communicates clearly I'm available for both fixed-scope projects and ongoing hourly engagements. Free 30-minute discovery call for new clients — let's figure out if I'm the right fit before either of us commits.

AI & Cloud Solutions Architect | 17+ Years | Former Microsoft MVP I design and build AI-powered products and cloud platforms that solve real business problems — from intelligent agents and chatbots to full-stack SaaS systems. ⚡ What I bring: - AI Agents & LLMs — LangChain, LangGraph, Microsoft Agent Framework, Semantic Kernel - Cloud & Backend — Azure, AWS, Runpod, ASP.NET, FastAPI - Microsoft Ecosystem — M365 services, Teams integrations, Bots - Generative AI — KlingAI, ElevenLabs, Stable Diffusion, Wan 2.1 Over 17 years I've delivered successful projects across AI, cloud infrastructure, mobile apps, and conversational AI — for both SMBs and enterprise clients. I'm a former Microsoft MVP for Windows and ASP.NET Development. 🌐 Based in Kyiv, Ukraine. Available for end-to-end development, architecture consulting, and PoC delivery. 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀: 🥇 Microsoft Certified: Azure AI Engineer Associate 🥇 Microsoft Certified: Azure Solutions Architect Expert 🥇 Microsoft Certified: Azure Developer Associate 🥇 Microsoft Certified: DevOps Engineer Expert 🥇 Microsoft Certified: Azure Administrator Associate 🥇 Microsoft Certified: Azure Cosmos DB Developer Specialty 🥇 Udemy: Hybrid Leadership: Essential skills to lead from anywhere 🥇 MCSD: App Builder 𝐅𝐞𝐚𝐭𝐮𝐫𝐞𝐝 𝐀𝐈-𝐛𝐚𝐬𝐞𝐝 𝐜𝐚𝐬𝐞𝐬: • Chat with company knowledge base using agents • AI-based eCommerce products recommendations and metadata enrichment • Emotional Support through AI-Driven Virtual Companions Platform • ​Intelligent Assistant for Revenue Management platform • Agentic ​Legal AI Assistant 𝐅𝐞𝐚𝐭𝐮𝐫𝐞𝐝 .𝐍𝐄𝐓 𝐜𝐚𝐬𝐞𝐬: • Digital Workplace platform for enterprise • Intelligent Assistant for Revenue Management platform (SaaS) • Platform for competency management for enterprise

I’m a Salesforce Revenue Cloud Architect with strong hands-on experience in CPQ, Billing, and Revenue Cloud Advanced (ARM). I’ve spent several years designing and delivering quote-to-cash solutions for complex sales models, with a focus on product and pricing setup, contract lifecycles, and approvals. In Salesforce CPQ and Billing, I’ve led multiple large implementations covering subscriptions, MDQ, consumption-based pricing, amendments, renewals, and Cancel & Replace. Through catalog rationalization, pricing-rule redesign, and approval simplification, I’ve helped reduce pricing and approval-related issues by 30–40%, shortened quote turnaround time by 20–25%, and reduced amendment-related rework by 25%+. More recently, I’ve been leading end-to-end architecture for Revenue Cloud Advanced (ARM) transformations. This includes running discovery, defining future-state product and pricing models, and guiding delivery teams through implementation. These efforts have helped teams reduce rework by 20–30%, improve amendment and renewal stability, and establish scalable foundations for subscription and usage-based revenue models. I’m comfortable owning architectural decisions, partnering closely with project managers and business stakeholders, and acting as a trusted advisor from early discovery through post-go-live stabilization—ensuring solutions are scalable, maintainable, and aligned with long-term business goals.

Build AI systems that save time, cut costs, and deliver results. I build smart, self-operating systems that turn your messy, unstructured data into actionable intelligence. With 7+ production-grade AI systems deployed, I’ve built tools that automate financial analysis from invoices , screen resumes , and guide Canadian medical test ordering with computer vision. What I specialize in: 🔹 Data Understanding & RAG – I build high-performance RAG pipelines that let you "chat" with your data. This includes systems that extract answers from PDF invoices , read complex medical requisitions , and create knowledge graphs from siloed enterprise data. 🔹 LLM & Agentic AI – I create AI agents that automate complex business logic. This includes systems that semantically analyze and score resumes beyond simple keywords and automate the 24/7 client intake process via SMS and web chat. 🔹 Intelligent Chatbots & Analytics – I build interactive AI for self-service data exploration. My systems can analyze CSVs, answer complex queries, and generate charts and graphs automatically. 🔹 Deep Learning & Computer Vision – I deploy custom ML models for real-world challenges. This includes using U-Net segmentation models for medical data extraction and using YOLO for real-time license plate recognition on edge devices. Tech Stack: Python | FastAPI | LangChain | LiteLLM | Azure | Docker | RAG | Typesense | Computer Vision (YOLO, U-Net) | PyMuPDF | Streamlit | Pandas | Neo4j If you’re looking to solve a real-world problem using AI — whether it’s document automation, intelligent Q&A, or full-scale deep learning systems — let’s connect. 🧠 "I don't just build models. I build business outcomes