𝐒𝐞𝐧𝐢𝐨𝐫 𝐀𝐈/𝐌𝐋 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 | 𝐀𝐈 𝐒𝐚𝐚𝐒 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭 | 𝐅𝐮𝐥𝐥 𝐒𝐭𝐚𝐜𝐤 𝐏𝐲𝐭𝐡𝐨𝐧 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐞𝐫 | 𝐀𝐈 𝐕𝐨𝐢𝐜𝐞 𝐀𝐠𝐞𝐧𝐭𝐬 & 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐄𝐱𝐩𝐞𝐫𝐭 (𝐧𝟖𝐧, 𝐌𝐚𝐤𝐞 𝐜𝐨𝐦, 𝐙𝐚𝐩𝐢𝐞𝐫, 𝐆𝐇𝐋) I design and build production-grade AI systems, SaaS platforms, and automation solutions that help businesses scale, reduce manual work, and launch real AI-powered products not prototypes or demos. If you're building an AI SaaS product, LLM application, AI automation system, or AI voice agent, you don’t need another API integrator you need a system architect who can design for reliability, scale, and real-world usage. I am a Senior AI/ML Engineer and Full Stack Python Developer with 14+ years of experience building AI products, SaaS platforms, LLM systems, RAG pipelines, and automation infrastructures in production environments. 𝐌𝐲 𝐟𝐨𝐜𝐮𝐬 𝐢𝐬 𝐬𝐢𝐦𝐩𝐥𝐞: 𝐓𝐮𝐫𝐧 𝐢𝐝𝐞𝐚𝐬 𝐢𝐧𝐭𝐨 𝐟𝐮𝐥𝐥𝐲 𝐰𝐨𝐫𝐤𝐢𝐧𝐠 𝐀𝐈 𝐬𝐲𝐬𝐭𝐞𝐦𝐬 𝐭𝐡𝐚𝐭 𝐬𝐜𝐚𝐥𝐞 𝐢𝐧 𝐭𝐡𝐞 𝐫𝐞𝐚𝐥 𝐰𝐨𝐫𝐥𝐝. 🚀 What I Build:- a) AI SaaS & Full Stack Web Applications: I design and build complete AI-powered SaaS platforms and web applications from the ground up. This includes everything from intuitive user interfaces to scalable backend systems, APIs, databases, and deployment architecture. I work with modern technologies like React, Next.js, TypeScript, Node.js, Python, FastAPI, Django, and the MERN stack to deliver solutions that are secure, scalable, and ready for real users. Whether you're building an AI SaaS product, CRM platform, marketplace, internal business tool, or startup MVP, I help you turn your idea into a fully functional product that can scale with your business. b) AI Agents & RAG Systems: I build intelligent AI systems that don’t just respond to prompts—they can reason, plan, and execute tasks. These systems are designed to handle real workflows end-to-end, not just generate text responses. Using frameworks like LangChain, AutoGen, CrewAI, and LlamaIndex, I develop: autonomous AI agents multi-step reasoning systems retrieval-augmented generation (RAG) pipelines with memory tool-using AI systems MCP (Model Context Protocol) integrations c) LLM Integration & AI Engineering: I integrate advanced language models such as OpenAI GPT-4o, Claude, and Gemini into real-world applications and business systems. The goal is simple: AI systems that work consistently and reliably in production. My focus is on building AI features that are reliable, production-ready, and optimized for scale, including: real-time streaming responses for smooth user experience proper rate limit and error handling fallback and recovery mechanisms evaluation and testing pipelines scalable deployment architecture d) AI Automation (n8n / Make / Zapier / GHL): I build end-to-end automation systems that help businesses eliminate manual work and streamline operations. Using tools like n8n, Make com, Zapier, and GoHighLevel, I automate: sales and lead management workflows CRM and customer journey automation internal business processes marketing and outreach systems AI-powered decision workflows e) No-Code to Scalable Code Migration: If your product was built on platforms like Bubble, Webflow, FlutterFlow, Replit, or Base44 and has started hitting limitations, I help you migrate it into a scalable, production-grade system. I rebuild your application using modern frameworks like Next.js and robust backend architectures while preserving your existing functionality. At the same time, I upgrade your system for: better performance stronger security long-term scalability clean maintainable architecture Why clients pick me: Most developers integrate an API and call it done. I architect the full system proper error handling, rate limit management, monitoring so it still works when 500 real users hit it, not just in the demo. **Tech Stack** Frontend: React · Next.js · TypeScript · Tailwind CSS · Redux Backend: Node.js · Express · Python · FastAPI · Django · Laravel · GraphQL · REST APIs Database: MongoDB · PostgreSQL · MySQL · Redis · Prisma · Supabase · Firebase AI: OpenAI GPT-4o · Claude API · Gemini · LangChain · AutoGen · CrewAI · LlamaIndex · Pinecone · Weaviate · Hugging Face · Ollama · Claude Code · Vertex AI Automation: n8n · Make com · Zapier · MCP · Webhooks DevOps: AWS · Vercel · Docker · GitHub Actions · CI/CD · Linux VPS **Industries: Fintech · Health tech · B2B SaaS · Marketplace · E-commerce · On-demand · EdTech · Logistics · Legal tech · HR tech · Real estate tech · Travel tech · CRM platforms · Internal tools Got an existing app that needs fixing, scaling, or AI added? I handle that too. If you're looking for an AI Engineer, AI SaaS Architect, or Full Stack Python Developer, I can help you design and build a production-ready AI system that actually scales in the real world. 📩 Message me first tell me what you're building and what's blocking you.

𝐈𝐟 𝐲𝐨𝐮𝐫 𝐥𝐞𝐚𝐝𝐬 𝐚𝐫𝐞 𝐧𝐨𝐭 𝐛𝐞𝐢𝐧𝐠 𝐟𝐨𝐥𝐥𝐨𝐰𝐞𝐝 𝐮𝐩, 𝐲𝐨𝐮𝐫 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 𝐚𝐫𝐞 𝐬𝐭𝐢𝐥𝐥 𝐦𝐚𝐧𝐮𝐚𝐥, 𝐨𝐫 𝐭𝐡𝐞 𝐀𝐈 𝐬𝐲𝐬𝐭𝐞𝐦 𝐲𝐨𝐮 𝐩𝐚𝐢𝐝 𝐟𝐨𝐫 𝐢𝐬 𝐬𝐢𝐭𝐭𝐢𝐧𝐠 𝐡𝐚𝐥𝐟-𝐟𝐢𝐧𝐢𝐬𝐡𝐞𝐝 — 𝐲𝐨𝐮 𝐝𝐨 𝐧𝐨𝐭 𝐧𝐞𝐞𝐝 𝐦𝐨𝐫𝐞 𝐭𝐨𝐨𝐥𝐬. 𝐘𝐨𝐮 𝐧𝐞𝐞𝐝 𝐨𝐧𝐞 𝐞𝐧𝐠𝐢𝐧𝐞𝐞𝐫 𝐰𝐡𝐨 𝐛𝐮𝐢𝐥𝐝𝐬 𝐭𝐡𝐞 𝐞𝐧𝐭𝐢𝐫𝐞 𝐬𝐲𝐬𝐭𝐞𝐦 𝐚𝐧𝐝 𝐨𝐰𝐧𝐬 𝐞𝐯𝐞𝐫𝐲 𝐩𝐚𝐫𝐭 𝐨𝐟 𝐢𝐭. I build AI automation systems, voice agents, and full stack products for founders and business owners who are done experimenting and ready to ship something that actually runs the business. I build the AI layer, the voice agent infrastructure, the automation logic, the backend architecture, the CRM integration, and the frontend interface as one complete delivery. No handoffs. No gaps. No second developer needed to connect what was already built. 𝐑𝐞𝐬𝐮𝐥𝐭𝐬 𝐟𝐫𝐨𝐦 𝐬𝐲𝐬𝐭𝐞𝐦𝐬 𝐈 𝐡𝐚𝐯𝐞 𝐝𝐞𝐥𝐢𝐯𝐞𝐫𝐞𝐝: 15 to 35 percent increase in booked appointments for a real estate AI voice agent platform replacing manual cold calling across hundreds of agents daily. 70 percent reduction in admin workload for a SaaS platform replacing spreadsheets and disconnected tools with a single AI-powered system of record. Complete lead to payment automation pipelines running without human involvement across real estate, healthcare, self-storage, restaurants, and automotive businesses. 𝐖𝐡𝐚𝐭 𝐈 𝐛𝐮𝐢𝐥𝐝: AI Voice Agents — inbound and outbound AI calling systems built on Twilio, ElevenLabs, Vapi, Retell, and Bland AI, integrated with CRMs, calendars, and payment systems for complete end-to-end AI workflow automation. Delivered across real estate, healthcare, restaurants, automotive, and self-storage businesses. AI Workflow Automation — end-to-end AI automation pipelines on Make, Zapier, n8n, and custom webhook architectures with GoHighLevel and HubSpot integration covering the full lead lifecycle from first contact to closed deal. AI SaaS Platforms — vertical AI SaaS products with LLM integration, RAG pipelines, agentic AI systems, multi-tenant architecture, Stripe billing, and role-based access, production-ready from day one. LLM and RAG Systems — custom LLM workflows using OpenAI API and Anthropic Claude, RAG pipelines with LangChain and Pinecone for semantic search, document intelligence, and accurate retrieval from internal knowledge bases and live business data. AI Chatbots and Assistants — GPT-based conversational AI assistants for customer support, sales intake, lead qualification, onboarding, and internal operations integrated into web and mobile platforms. Agentic AI Systems — multi-step AI agents that plan, execute, and adapt across tools using LangChain agents, OpenAI function calling, and MCP-compatible architectures for intelligent automation beyond basic chatbots. Full Stack and Mobile Development — React.js, Next.js, and React Native applications built with production architecture on Node.js, Python, FastAPI, and Laravel when the AI system needs a complete web or mobile product around it. 𝐇𝐨𝐰 𝐈 𝐰𝐨𝐫𝐤: I start with a short discovery conversation to understand your goals, users, and constraints. I define the system architecture, break the build into clear milestones, and deliver iteratively so you always have full visibility. I stay through launch. 𝐈𝐧𝐝𝐮𝐬𝐭𝐫𝐢𝐞𝐬 𝐈 𝐡𝐚𝐯𝐞 𝐰𝐨𝐫𝐤𝐞𝐝 𝐟𝐨𝐫: Real estate, Healthcare, Automotive, Legal Tech, Self-storage, Logistics, Restaurants, Fintech, E-commerce. 𝐒𝐤𝐢𝐥𝐥𝐬 𝐚𝐧𝐝 𝐭𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐲 𝐬𝐭𝐚𝐜𝐤: OpenAI API, Anthropic Claude, LangChain, LlamaIndex, Pinecone, Qdrant, RAG pipeline, vector database, agentic AI, MCP architecture, AI voice agent, Twilio, ElevenLabs, Vapi, Retell, Bland AI, WhatsApp automation, AI automation, LLM integration, AI agent, multi-agent system, AI chatbot, conversational AI, prompt engineering, OCR, document intelligence, workflow automation, Make, Zapier, webhook architecture, GoHighLevel, HubSpot, CRM integration, React, Next.js, React Native, Node.js, FastAPI, Python, Django, Laravel, PostgreSQL, MongoDB, Firebase, AWS, Docker, Supabase, Stripe, SaaS development, multi-tenant SaaS, AI SaaS, full stack development, mobile app development. Shoot a message with your project details. I offer a free 15-minute scoping call where I will map out exactly how I would build your system before any commitment is made.

As a Top 1% Expert Vetted consultant with 15 years of experience, I architect Revenue Operations (RevOps) and Go To Market (GTM) data ecosystems that drive predictable, scalable growth. I bridge the gap between high level business strategy and deep technical data architecture. Currently, enterprise software is undergoing a massive shift. Companies are rapidly trying to deploy AI and automated workflows, but they are hitting a wall because their underlying CRM and GTM data is messy, siloed, or poorly integrated. I solve that. I do not just set up software; I design and deploy autonomous revenue engines and build custom AI agents. I specialize in unifying complex MarTech stacks, establishing pristine data pipelines, and orchestrating platforms like Salesforce and HubSpot to work as a single, AI ready ecosystem. Core Consulting Pillars: • GTM Data Architecture & CDP Implementation: Breaking down silos between Sales, Marketing, and Customer Success to create a unified, reliable customer data pipeline (Snowflake, Data Cloud, CDPs). • AI Agent Development & Orchestration: Extensive experience building, training, and deploying custom AI agents tailored to your specific sales funnels. I restructure legacy CRMs and prepare enterprise data architectures so internal AI agents and predictive models can operate securely and without hallucinations. • Enterprise MarTech & RevOps Strategy: Designing multi system integrations, automated pipeline velocity models, and full funnel attribution frameworks that tie marketing spend directly to closed won revenue. The Tech Stack I Architect & Oversee: • Enterprise CRM & RevOps: Salesforce (Sales, Marketing & Data Cloud), HubSpot (All Hubs), Microsoft Dynamics 365. • Data & Automation Ecosystems: Complex GTM automation and secure multi system integrations leveraging advanced middleware (n8n, Make, native API architecture) and data warehousing. • AI & Predictive Modeling: Custom AI agent development, Applied GenAI integration, predictive lead scoring, and automated customer lifecycle management. The Agency Advantage: In addition to my individual consulting, I lead a top tier GTM architecture agency based in the Bay Area. We are official, certified partners with both Salesforce and HubSpot. This means when you hire me for strategic architecture, you also have the option to tap into my dedicated engineering and execution team to seamlessly build out the blueprints we design right here through Upwork. My approach is strictly pragmatic and outcome driven. I partner with B2B and B2C organizations, from high growth startups to global enterprises, that need a seasoned architect to future proof their revenue operations. Let’s connect through Upwork to audit your current architecture and map out your GTM growth strategy.

Hey, I am a 𝗦𝗲𝗻𝗶𝗼𝗿 𝗔𝗪𝗦 𝗗𝗲𝘃𝗢𝗽𝘀 Engineer, Cloud Engineer, and Solutions Architect with 𝟴+ 𝘆𝗲𝗮𝗿𝘀 of experience building secure, scalable, and automated cloud infrastructure. ☁️⚙️ I help businesses automate CI/CD, deploy Docker & Kubernetes workloads, improve monitoring, reduce downtime, and optimize cloud costs. 🚀 🛠 Ｃｌｏｕｄ ＆ ＤｅｖＯｐｓ Ｓｅｒｖｉｃｅｓ ****************************************************** ✔ 𝗔𝗪𝗦 𝗖𝗹𝗼𝘂𝗱 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 & 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗲 ☁️ AWS EC2, VPC, Load Balancers, Auto Scaling, IAM, Security Groups, high availability, fault tolerance, and scalable cloud architecture. ✔ 𝗗𝗲𝘃𝗢𝗽𝘀 & 𝗖𝗜/𝗖𝗗 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 🚀 GitHub Actions, Jenkins, GitLab CI/CD, AWS CodePipeline, automated builds, testing, deployment automation, blue/green deployments, and canary releases. ✔ 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 𝗮𝘀 𝗖𝗼𝗱𝗲 🧩 Terraform and AWS CloudFormation for automated, reusable, secure, and maintainable infrastructure provisioning. ✔ 𝗗𝗼𝗰𝗸𝗲𝗿 & 𝗞𝘂𝗯𝗲𝗿𝗻𝗲𝘁𝗲𝘀 📦 Docker containerization, Kubernetes cluster management, Helm deployments, microservices deployment, scaling, and production container orchestration. ✔ 𝗠𝗼𝗻𝗶𝘁𝗼𝗿𝗶𝗻𝗴 & 𝗢𝗯𝘀𝗲𝗿𝘃𝗮𝗯𝗶𝗹𝗶𝘁𝘆 📊 AWS CloudWatch, Prometheus, Grafana, Datadog, ELK Stack, logging, alerts, performance monitoring, and system reliability. ✔ 𝗖𝗹𝗼𝘂𝗱 𝗦𝗲𝗰𝘂𝗿𝗶𝘁𝘆 & 𝗗𝗲𝘃𝗦𝗲𝗰𝗢𝗽𝘀 🔐 AWS IAM, RBAC, security groups, encryption, infrastructure hardening, access control, and compliance-focused cloud practices. ✔ 𝗖𝗹𝗼𝘂𝗱 𝗠𝗶𝗴𝗿𝗮𝘁𝗶𝗼𝗻 & 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻 🔄 AWS migration, cloud modernization, cost optimization, backup, disaster recovery, performance tuning, and infrastructure optimization. ✔ 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 & 𝗦𝗰𝗿𝗶𝗽𝘁𝗶𝗻𝗴 ⚙️ Python, Bash, and PowerShell automation for cloud operations, deployments, APIs, server workflows, and infrastructure management. 🛠 Ｔｅｃｈ Ｓｔａｃｋ *************************** ☁️ 𝗖𝗹𝗼𝘂𝗱: AWS, Azure, GCP, DigitalOcean 🟧 𝗔𝗪𝗦: EC2, VPC, IAM, Load Balancer, Auto Scaling, CloudWatch, CodePipeline, EKS 🧩 𝗜𝗮𝗖: Terraform, CloudFormation 📦 𝗖𝗼𝗻𝘁𝗮𝗶𝗻𝗲𝗿𝘀: Docker, Kubernetes, Helm 🚀 𝗖𝗜/𝗖𝗗: GitHub Actions, Jenkins, GitLab CI/CD, AWS CodePipeline 📊 𝗠𝗼𝗻𝗶𝘁𝗼𝗿𝗶𝗻𝗴: CloudWatch, Prometheus, Grafana, Datadog, ELK Stack 💾 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲𝘀: PostgreSQL, MySQL, DynamoDB, MongoDB, SQL Server ⚙️ 𝗦𝗰𝗿𝗶𝗽𝘁𝗶𝗻𝗴: Python, Bash, PowerShell 🖥 𝗢𝗦: Linux, UNIX, Windows 🌟 Ｗｈｙ Ｈｉｒｅ Ｍｅ？ ******************************* ✔ 8+ years of AWS, Cloud & DevOps experience ✔ Strong cloud architecture and infrastructure automation background ✔ Secure, scalable, highly available, and cost-efficient infrastructure ✔ Reliable CI/CD pipelines, Kubernetes deployments, monitoring, and troubleshooting ✔ Focus on production stability, performance, security, and long-term maintainability 🔑 Ｋｅｙｗｏｒｄｓ ********************** AWS, AWS DevOps, AWS Cloud Engineer, AWS Solutions Architect, Cloud Engineer, Cloud Architect, DevOps Engineer, DevOps, Cloud Infrastructure, Amazon Web Services, Terraform, Kubernetes, Docker, Helm, CI/CD, GitHub Actions, Jenkins, GitLab CI/CD, AWS CodePipeline, Infrastructure as Code, Cloud Migration, Cloud Security, DevSecOps, Linux, Python, Bash, CloudWatch, Prometheus, Grafana, Datadog, ELK Stack, High Availability, Auto Scaling, Disaster Recovery, Infrastructure Automation, Containerization, Microservices, Monitoring, Cloud Optimization, Cost Optimization

Most businesses do not need more software. They need n8n, Make, and AI agents that connect their existing tools, data, and processes together. I help companies eliminate manual work, automate operations, and deploy RAG-powered, agentic AI systems built in Python that save time, reduce costs, and let teams scale without adding headcount. Over the past 12+ years, I have delivered 160+ projects across SaaS, Healthcare, Real Estate, eCommerce, Hospitality, Finance, and Service-based businesses. 🏆 Top Rated Plus ⭐ 100% Job Success Score ⭐ 99% 5-Star Reviews 🚀 160+ Projects Delivered 𝗪𝗛𝗔𝗧 𝗜 𝗗𝗢 AI Agents & Agentic Workflows - OpenAI, Claude, Gemini - Multi-agent systems - Claude Code implementation - MCP integrations - Autonomous business workflows - Research, support, and operations agents 𝐑𝐀𝐆 & 𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 - Vector databases - Document processing pipelines - Internal knowledge assistants -AI-powered search systems - Company knowledge bases - Long-term memory architectures 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 - n8n - Make - Zapier - Lindy.ai -Lovable - Supabase I build automation systems with proper error handling, retry logic, monitoring, logging, and documentation so they continue working long after deployment. Common use cases: - Lead qualification & routing - CRM automation - Proposal generation - Client onboarding - Invoice processing - Reporting dashboards - Multi-step approval workflows - Internal operations automation AI Chatbots & Voice Agents - VAPI -ElevenLabs - Retell AI - Twilio AI-powered chat and voice systems for customer support, appointment booking, lead qualification, outbound calling, and internal business operations. Integrations & Business Systems - HubSpot - GoHighLevel - Salesforce - Pipedrive - Zoho CRM - Airtable -openai - Google Workspace - Slack - QuickBooks - Stripe Python Automation & Custom Development When no-code tools hit their limits, I build custom Python solutions, APIs, data pipelines, AI workflows, and backend services that connect everything together. My approach is simple: -First understand the business process. -Then identify the bottlenecks. -Then automate the right parts. -Not the other way around. If you have a repetitive process, disconnected systems, or an AI idea you want turned into a working solution, send me a message with a brief overview of your workflow. I will tell you what can be automated, what cannot, how long it will take, and the best way to build it.

LiveKit, WebRTC, SIP/VoIP, Electron, AI, video, audio, real-time software development at scale. 600M+ AI call minutes a month (Nucleus). $10M+ ARR EdTech (BrainCert). Enterprise VMS surveillance for 50,000 users (VALT). 𝗙𝗿𝗲𝗲 𝗣𝗥𝗗 𝗳𝗼𝗿 𝗻𝗲𝘄 𝗽𝗿𝗼𝗷𝗲𝗰𝘁𝘀, 𝗳𝗿𝗲𝗲 𝗰𝗼𝗱𝗲 𝗿𝗲𝘃𝗶𝗲𝘄 𝘄𝗶𝘁𝗵 𝗶𝘀𝘀𝘂𝗲 𝗿𝗼𝗼𝘁𝘀 𝗼𝗿 ~𝟱𝟬𝗵 𝘁𝗿𝗶𝗮𝗹 - 𝗳𝗼𝗿 𝗲𝘅𝗶𝘀𝘁𝗶𝗻𝗴 𝗼𝗻𝗲𝘀. I'm the CEO of Fora Soft, and personally architect every project. You get an owner accountable for delivery and senior judgment from day one, not a junior learning WebRTC on your budget. ⚠️ DM or invite me - I respond within 2 hours. WHAT I'VE BUILT (selected): → SpeedSpace (LiveKit) - remote video production on LiveKit, WebRTC, and FFmpeg. Makes content for Netflix, HBO, and Electronic Arts. Shown at Paris Fashion Week. → Nucleus .com (SIP/VoIP) - WebRTC and SIP business phone system for the Canadian telecom Fibernetics. 600M+ call minutes a month, 5,000+ businesses, AI voice agents, SOC II, HIPAA. → FRP.live (Electron) - desktop and AI music platform. 720,000+ licensed tracks from Sony, Universal, and Virgin. Used by 12,000+ DJs. → VocalViews .com (WebRTC) - research platform with 1M+ participants, used by Samsung, McDonald's, Google, Netflix, TikTok, Adobe. → Tyxit .com (Electron, audio) - Electron desktop app for sub-30ms live music. Performed at the Montreux Jazz Festival. $1.3M raised, partnered with Karmine Corp. → VALT ipivs .com (Wowza, WebRTC) - video recording, streaming, surveillance SaaS platform. 770+ US organizations, 2,500 IP cameras, 50K+ users. From $1M revenue in the launch year to $9.7M now. 12 years’ partnership. → Live Eye (Electron) - AI retail surveillance. 10K+ locations, $5M+ fraud prevented. → BrainCert .com - the first HTML5 + WebRTC virtual classroom. 100K+ customers, 500M+ classroom mins. → Sprii - €365M+ in live commerce sales. 72K+ live events. → StreamLayer - interactive sports overlays, $14.1M raised. NBC, CBS, Red Bull, Chelsea FC. PROBLEMS I SOLVE (with proof from real projects): • When third-party SaaS gets too expensive at scale: replaced GoogleDocs, Zoom and Discord with a custom LiveKit platform, 2,000 students in one live class (Scholarly: 15,000+ users) • Sub-30ms latency for live music (Tyxit, Electron app: Montreux Jazz) • SIP/VoIP calling at scale: WebRTC-to-SIP bridges, FreeSWITCH, Telnyx (Nucleus, 5K+ businesses) • AI surveillance on Electron desktop apps: $5M+ fraud prevented across 10K+ locations (Live Eye) • AI voice agents processing 600M+ call min/mo (Nucleus) • Secure video conferencing at enterprise scale: up to 500 participants, AES-256 (iMind: used by PwC and national telecoms) • Computer vision: 99.5% face recognition, 500K+ plates/day (Mindbox .ai) • Live commerce at €365M+ sales (Sprii: 72K+ events, 3K+ brands) • Sports tech: Premier League (Vokalo), NBC/CBS/Red Bull (StreamLayer, $14.1M raised) SPEC-FIRST AGENTIC AI: I work spec-first, not vibe-first. As CEO and architect, I write the full spec and architecture before any code. Then my senior team drives AI agents against strict guardrails to build production-grade systems. You get AI speed with the stability of a senior team. TECH I WORK WITH DAILY: ◆ Real-time, video, and audio: WebRTC, LiveKit, MediaSoup, MOQ, Ant, Kurento, Janus, Jitsi, Agora, FFmpeg, GStreamer, Wowza, HLS/DASH, RTMP/RTSP ◆ VoIP and telecom: SIP, FreeSWITCH, Telnyx, Twilio, Vonage ◆ Backend: Node.js, NestJS, Python, Go, PHP, PostgreSQL, MySQL, MongoDB, Redis ◆ Frontend and desktop: Electron, React, Next.js, Vue, Angular, JavaScript, TypeScript ◆ AI/ML: OpenAI API, Whisper, Deepgram, Speechmatics, Amazon Polly, TensorFlow, PyTorch, OpenCV ◆ Mobile: React Native, Flutter, Swift, Kotlin ◆ Infra: AWS, GCP, Azure, Docker, Kubernetes, CI/CD WHO I HELP: • Startups building their first video MVP • Scale-ups hitting WebRTC performance walls • Enterprises needing HIPAA/SOC2 video HOW I WORK: 1. 30-min call – assess your project honestly (including if we're NOT the right fit) 2. Written architecture + estimate within 24 hours 3. Dedicated team assigned within 1 week 4. I stay involved throughout – architecture reviews, tech decisions, escalations WAYS TO ENGAGE: build from scratch, drop in on the hard WebRTC/LiveKit/SIP/Electron modules, or rescue a stalled build. WHY FORA SOFT: 100% JSS, $10M+ earned, 925 jobs, 403K+ hours, 400+ clients across 17+ countries, 20 years in video, audio, and real-time software, Top WebRTC Developer 2022 and Top Telecom Developer 2024, 1 of 400 developers passes our internal selection. CLIENT FEEDBACK: "We've been working together for 10 years and continue. Fora Soft planned and built our entire video SaaS from scratch across web, iOS and Android." - Dustin, CTO @ VALT (50k users, 770 organizations, 2,500 IP cameras) ⚠️ Press Invite or message me. I'll send back a PRD, architecture, and an estimate within 24 hours.

𝐅𝐥𝐮𝐭𝐭𝐞𝐫 & 𝙒𝙚𝙗 𝐀𝐩𝐩 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐞𝐫 | 𝐄𝐑𝐏 & 𝐂𝐑𝐌 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 𝐄𝐱𝐩𝐞𝐫𝐭 | 𝐏𝐨𝐰𝐞𝐫 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐞 𝐒𝐩𝐞𝐜𝐢𝐚𝐥𝐢𝐬𝐭 (𝐎𝐝𝐨𝐨, 𝐙𝐨𝐡𝐨, 𝐇𝐮𝐛𝐒𝐩𝐨𝐭, 𝐆𝐨𝐇𝐢𝐠𝐡𝐋𝐞𝐯𝐞𝐥, 𝐊𝐥𝐚𝐯𝐢𝐲𝐨, 𝐒𝐚𝐥𝐞𝐬𝐟𝐨𝐫𝐜𝐞, 𝐌𝐢𝐜𝐫𝐨𝐬𝐨𝐟𝐭 𝐃𝐲𝐧𝐚𝐦𝐢𝐜𝐬, 𝐏𝐢𝐩𝐞𝐝𝐫𝐢𝐯𝐞) Hi, I'm Vicky, welcome to my profile 👋 I help businesses streamline operations by building reliable systems and automating repetitive workflows. Along with that, I work on improving customer engagement through fast, well-structured applications. I also develop cross-platform mobile and web apps, and have experience integrating them with ERP and CRM systems so everything stays connected and easy to manage. I work with a wide range of ERP & CRM systems, including 𝐎𝐝𝐨𝐨, 𝐙𝐨𝐡𝐨, 𝐇𝐮𝐛𝐒𝐩𝐨𝐭, 𝐆𝐨𝐇𝐢𝐠𝐡𝐋𝐞𝐯𝐞𝐥 (𝐆𝐇𝐋), 𝐊𝐥𝐚𝐯𝐢𝐲𝐨, 𝐒𝐚𝐥𝐞𝐬𝐟𝐨𝐫𝐜𝐞, 𝐌𝐢𝐜𝐫𝐨𝐬𝐨𝐟𝐭 𝐃𝐲𝐧𝐚𝐦𝐢𝐜𝐬, 𝐏𝐢𝐩𝐞𝐝𝐫𝐢𝐯𝐞, 𝐚𝐧𝐝 𝐒𝐀𝐏 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐎𝐧𝐞. I also automate workflows using 𝐌𝐢𝐜𝐫𝐨𝐬𝐨𝐟𝐭 𝐏𝐨𝐰𝐞𝐫 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐞, 𝐙𝐚𝐩𝐢𝐞𝐫, 𝐚𝐧𝐝 𝐈𝐧𝐭𝐞𝐠𝐫𝐨𝐦𝐚𝐭/𝐌𝐚𝐤𝐞, 𝐚𝐧𝐝 𝐢𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐞 𝐚𝐩𝐩𝐬 𝐰𝐢𝐭𝐡 𝐀𝐏𝐈𝐬, 𝐝𝐚𝐭𝐚𝐛𝐚𝐬𝐞𝐬, 𝐚𝐧𝐝 𝐭𝐡𝐢𝐫𝐝-𝐩𝐚𝐫𝐭𝐲 𝐬𝐞𝐫𝐯𝐢𝐜𝐞𝐬. 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦𝐬 𝐈 𝐰𝐨𝐫𝐤 𝐰𝐢𝐭𝐡: ERP: Odoo, Zoho ERP, Microsoft Dynamics, SAP Business One CRM: HubSpot, GoHighLevel, Klaviyo, Salesforce, Pipedrive Automation: Power Automate, Zapier, Integromat/Make 𝐌𝐨𝐛𝐢𝐥𝐞 𝐀𝐩𝐩 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 (𝐅𝐥𝐮𝐭𝐭𝐞𝐫 & 𝐑𝐞𝐚𝐜𝐭 𝐍𝐚𝐭𝐢𝐯𝐞): 1. State Management: Provider, Riverpod, GetX, Bloc (Flutter); Redux, Context API (React Native) 2. Backend & API Integration: REST APIs, GraphQL, Firebase, Supabase, ERP/CRM platforms 3. UI/UX & Performance: Responsive, smooth, and visually appealing apps optimized for iOS & Android 𝐖𝐡𝐚𝐭 𝐈 𝐂𝐚𝐧 𝐃𝐨 𝐟𝐨𝐫 𝐘𝐨𝐮: 1. Build cross-platform mobile & web apps using Flutter, Dart, and React Native 2. Integrate apps with Odoo, Zoho, HubSpot, GoHighLevel, Klaviyo, Salesforce, Microsoft Dynamics, Pipedrive 3. Automate workflows with Power Automate, Zapier, Integromat/Make 4. Create dashboards, reporting systems, and connect apps to Stripe, PayPal, Braintree, Google Workspace, Slack Ensure quality, timely delivery, and client satisfaction 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 𝐢𝐧 𝐀𝐏𝐈 & 𝐏𝐚𝐲𝐦𝐞𝐧𝐭 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧: 1. Stripe, PayPal, Braintree, Authorize.net, recurring and adaptive payments 2. Custom API integrations for mobile and web applications 3. ERP & CRM system integrations for seamless business processes 𝐖𝐡𝐲 𝐜𝐡𝐨𝐨𝐬𝐞 𝐦𝐞:- I focus on delivering reliable, scalable, and efficient solutions that help businesses save time, reduce errors, and increase productivity. I aim for long-term client relationships and consistent communication throughout every project. Feel free to message me today to discuss your mobile/web app, ERP/CRM integration, or workflow automation project 😊

AI & Full-Stack Developer (5+ yrs) building web, mobile & AI SaaS products across healthcare, fintech, legal & eCommerce. 250K+ users served, 1M+ transactions processed React, Node, Python, AWS, LLM Your product launches on the agreed date, or you pay $0 for that milestone. Why can I make that commitment? ✅ Sr. AI & Full-Stack developer with 5+ years building scalable web, mobile, and AI products. ✅ A track record across healthcare, legal, fintech, and eCommerce. ✅ Built solutions serving 250K+ users and processing 1M+ transactions. ✅ Focused on choosing the right technology to ship faster. Here's what most founders learn too late. You don't have a development problem. You have a "we built the wrong thing" problem. My job is killing that mistake before it costs you anything. I move 3x faster because I'm not reinventing the foundation every time. Every hour saved goes straight into the parts of your product people will actually pay for. Think of me as a technical co-founder without the equity conversation. Someone who has already made the mistakes you're about to make. 𝐒𝐞𝐧𝐝 𝐦𝐞 𝐲𝐨𝐮𝐫 𝐢𝐝𝐞𝐚 𝐨𝐫 𝐢𝐧𝐯𝐢𝐭𝐞 𝐦𝐞 𝐭𝐨 𝐲𝐨𝐮𝐫 𝐩𝐫𝐨𝐣𝐞𝐜𝐭. 𝐈𝐟 𝐰𝐞'𝐫𝐞 𝐚 𝐟𝐢𝐭, 𝐰𝐞'𝐥𝐥 𝐠𝐞𝐭 𝐨𝐧 𝐚 𝐜𝐚𝐥𝐥 𝐚𝐧𝐝 𝐟𝐢𝐠𝐮𝐫𝐞 𝐨𝐮𝐭 𝐞𝐱𝐚𝐜𝐭𝐥𝐲 𝐡𝐨𝐰 𝐲𝐨𝐮 𝐥𝐚𝐧𝐝 𝐲𝐨𝐮𝐫 𝐟𝐢𝐫𝐬𝐭 𝐩𝐚𝐲𝐢𝐧𝐠 𝐜𝐮𝐬𝐭𝐨𝐦𝐞𝐫. 𝐓𝐡𝐞𝐧 𝐰𝐞 𝐬𝐭𝐚𝐫𝐭 𝐭𝐡𝐞 𝐜𝐥𝐨𝐜𝐤. • Core Expertise & Capabilities Full-Stack Development | Web Development | Mobile App Development | Artificial Intelligence | AI SaaS | MVP Development • Industries Covered Healthcare, Fintech, Law Firm, eCommerce, EdTech, Real Estate, Travel • Products & Platforms Delivered SaaS Platforms, AI SaaS Applications, Custom Web Applications, Cross-Platform Mobile Apps, Progressive Web Apps (PWA), Booking & Reservation Platforms, CRM Systems, Customer Portals, Client Portals, Marketplaces (B2B, Legal, Mentor-Mentee, Multi-Vendor), Learning Management Systems (LMS), Case Management Systems, AI Agents, AI Voice Agents, AI Call Monitoring Systems, AI Chatbots, AI Content Generation Platforms, Image Generation Applications, AI Automations, MCP • Technology Stack: ⁃ Front-End Development: React, Next.js, Vue.js, React Native, Flutter, Expo, JavaScript, TypeScript, HTML5, CSS3, Tailwind ⁃ Back-End Development: Node.js, Express.js, NestJS, Python, Django, FastAPI, PHP, Prisma ⁃ Databases: PostgreSQL, MySQL, MongoDB, Firebase, Supabase, Redis, Vector Databases (Pinecone, Weaviate, pgvector) ⁃ API & Integrations: REST APIs, GraphQL, FAST Api, API Integration, Open APIs, OAuth 2.0, JWT, Webhooks, Stripe, PayPal, Cloudinary ⁃ AI & LLM Integration: OpenAI, ChatGPT, Anthropic API, Claude Code, Gemini, Llama, Mistral, Grok, Cursor ⁃ AI/ML & Data Engineering: AI Agents, LangChain, LangGraph, LlamaIndex, CrewAI, Hugging Face, TensorFlow, PyTorch, OpenCV, AWS SageMaker, RAG, Embeddings, Prompt Engineering, Fine-Tuning, Model Context Protocol (MCP), n8n AI Automation, Make, Zapier ⁃ Voice, Video & Real-Time: Voice AI, Conversational AI, TTS, STT, Whisper, Deepgram, ElevenLabs, PlayHT, Retell AI, Vapi, WebRTC, WebSockets, LiveKit, Daily co, Twilio, Telnyx, Zoom SDK, Video Streaming, SendGrid ⁃ Messaging & Streaming Apache Kafka, RabbitMQ, Redis Streams - Cloud & DevOps AWS, GCP, Docker, Kubernetes, Terraform, CI/CD, Nginx, Cloudflare, Vercel, Linux, VPC, VM ⁃ Compliance & Security: HIPAA Compliance, GDPR, SOC 2, Auth0, RBAC, 2FA, AES-256 Encryption, PII Protection, PHI Protection, HL7, FHIR

🏆 10+ Years Experience | AI Automation Engineer | Voice-First Intelligence Specialist Hi there! 👋 I am an AI Automation Engineer with a decade of experience in pioneering Autonomous Agents and Voice-First Intelligence. I specialize in creating digital workers that communicate, think, and execute complex business processes seamlessly across your tech stack. Core Specializations: ✅ Retell AI Voice Agents: Craft ultra-low latency, human-like voice agents for support and sales, with expertise in handling interruptions, emotional tone, and CRM integrations (GoHighLevel, HubSpot, Salesforce). ✅ Agentic Workflows: Design multi-agent systems using LangGraph and CrewAI, where AI "employees" (Researcher, Writer, Executor) autonomously achieve high-level business goals. ✅ Enterprise RAG & Memory: Implement advanced Retrieval-Augmented Generation for flawless memory of company data, eliminating "hallucinations." ✅ Autonomous Lead Ops: Connect voice agents to n8n or Zapier for instant appointment booking, follow-up communications, and pipeline updates based on call outcomes. Technical Toolbox: Voice AI: Retell AI, Vapi, ElevenLabs, Deepgram (ASR/TTS) Agent Frameworks: LangChain, LangGraph, CrewAI, AutoGen LLMs: GPT-4o, Claude 3.5 Sonnet, Llama 3 (Fine-tuning & Quantization) Automation & Data: n8n, Zapier, Pinecone (Vector DB), FastAPI, PostgreSQL Deployment: Docker, AWS SageMaker, Vercel, Railway Why Choose My Approach? Latency-First Design: Optimize pipelines for sub-second response times, ensuring natural conversations. Agent Reliability: Implement "human-in-the-loop" checkpoints and evaluation frameworks to maintain brand integrity. End-to-End Ownership: Manage everything from conversational logic and voice cloning to backend API integrations and CRM sync. Recent Success Stories: Automated Voice Sales Desk: Deployed a Retell AI agent for a real estate firm, qualifying 500+ leads weekly and increasing conversion rates by 22%. Multi-Agent Research Pipeline: Built a CrewAI team for a startup to autonomously monitor industry news and draft SEO-optimized LinkedIn posts. Customer Support Voice Bot: Developed a HIPAA-compliant voice assistant for a medical clinic, reducing front-desk workload by 60%. Ready to Automate Your Business? Whether you need a high-converting outbound voice agent or a sophisticated multi-agent system for internal operations, I have the expertise to build it. Let’s connect to architect your agentic future! Keywords: AI Automation Engineer | Voice AI Specialist | Autonomous Agents | Retell AI | CRM Integration | Agentic Workflows | Enterprise RAG | Lead Operations Automation | LLMs | Voice Cloning | FastAPI | Docker | AWS SageMaker | Multi-Agent Systems | AI Voice Agents

🥇 Certified Project Manager & Automation Architect | Turning Manual Chaos into Streamlined Systems Let’s be honest: Most businesses don't have a "tool" problem, they have a process problem. Whether you’re struggling with a messy CRM, manual data entry that eats your team's time, or projects that feel like they’re spinning out of control, I’m here to help you build a business that runs itself. I bring a unique blend of Business Analysis (planning the "why") and Advanced Automation (building the "how"). My goal isn't just to hand you a document, it’s to deliver a fully functional, automated ecosystem that lets you focus on growth instead of busywork. 🚀 What I Can Do For You: Automate Your Entire Workflow: I use Zapier and n8n to make your apps talk to each other. I specialize in building "hands-off" systems that handle everything from lead intake to project delivery without you lifting a finger. CRM Mastery (HubSpot, Zoho, Pipedrive, HighLevel): A CRM is only as good as its setup. I’ll clean up your data, automate your sales pipelines, and ensure your team actually enjoys using the software. Project Management & ClickUp Optimization: I don't just manage tasks, I build project engines. I’ll set up your ClickUp or Jira workspace with automated status updates, clear dependencies, and custom dashboards. Clear, No-Nonsense Documentation: I bridge the gap between "business ideas" and "technical reality." Whether it’s a UML diagram, a Process Flow, or a full PRD, I create the roadmap your developers or team members need to succeed. Automation: Zapier, n8n, Automated Workflows. CRMs: HubSpot, Zoho, Pipedrive, GoHighLevel. PM Tools: ClickUp, Asana, Monday, JIRA. Analysis: Process Mapping, Technical Writing, UML/ERD, User Stories. Why Work With Me? I’m not just a freelancer who takes orders. I’m a Certified AI Project Manager who acts as a partner in your business. I’m detail-oriented to a fault, I communicate clearly, and I take pride in seeing my clients finally "step back" because their systems are finally working. Ready to reclaim your time? Send me a message, and let’s talk about how we can automate your bottlenecks this week.