You need software that solves a real problem, built right the first time, by people who understand your business and not just your stack. I'm Orest, founder of SoftDoes. We're a U.S.-based custom software firm working with: • Non-technical founders with a vision • Technical leaders who need help but not additional headcount • Business operators solving operational complexity Our team has delivered across healthcare, fintech, construction, legal, real estate, and regulated industries where compliance-readiness is required and getting it wrong isn't an option. Our clients tend to show up in one of three situations: they have a product vision and need someone to build it, they have internal engineering that's stretched too thin, or they have operational complexity that off-the-shelf software simply can't fix. We've handled all three. What we deliver: • Custom software and SaaS platforms built for scale • AI implementation and automation built into real workflows • Web and mobile applications • Cloud infrastructure on AWS, GCP, and Azure • Full-stack development across React, Next.js, Node.js, and Python What clients tell us, consistently: we listened, we delivered what we said we would, and they didn't have to babysit us to get there. A healthcare founder went from concept to a live, compliant product in under six weeks. A construction company replaced five fragmented tools with one custom operations platform. A fintech team cut onboarding time in half with an AI-assisted workflow we built in a single sprint. We work best with companies that are big enough to need real software and clear-eyed enough to know that building it wrong the first time costs more than doing it right. If that's where you are, let's talk. 🇺🇸 U.S.-based. U.S.-led. Kansas City, MO. Services: Custom software development SaaS development Enterprise software Web application development Mobile app development Full-stack development Product development / MVP build Platform modernization / rebuild Systems integration Workflow automation Business process automation API development / API integration Backend development Frontend development AI development AI integration AI automation LLM integration RAG (Retrieval-Augmented Generation) AI chatbot development Document AI AI-powered workflows Prompt engineering AI agents Data extraction automation React Next.js Node.js Python TypeScript JavaScript REST APIs GraphQL PostgreSQL AWS Google Cloud (GCP) Microsoft Azure Vercel Docker Terraform CI/CD Cloud / DevOps keywords Cloud architecture Infrastructure as code DevOps Deployment automation Scalability / performance optimization Reliability engineering Monitoring / observability HIPAA compliance / healthcare software PCI / fintech software SOC 2 readiness (if applicable) Security best practices Compliance-ready systems Audit-friendly systems Role-based access control (RBAC) Operations platform Internal tools CRM/ERP custom build Data pipelines Dashboards & reporting Process digitization Tool consolidation Onboarding automation

𝐅𝐮𝐥𝐥-𝐒𝐭𝐚𝐜𝐤 𝐀𝐈 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 | 𝐄𝐧𝐝-𝐭𝐨-𝐄𝐧𝐝 𝐒𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬 | 𝟓+ 𝐘𝐞𝐚𝐫𝐬 𝐃𝐞𝐥𝐢𝐯𝐞𝐫𝐢𝐧𝐠 𝐄𝐱𝐜𝐞𝐥𝐥𝐞𝐧𝐜𝐞 I build intelligent, scalable solutions from concept to production, handling every layer including frontend/backend/database/cloud with precision and expertise. ✨ 𝐂𝐨𝐦𝐩𝐥𝐞𝐭𝐞 𝐅𝐮𝐥𝐥-𝐒𝐭𝐚𝐜𝐤 𝐂𝐚𝐩𝐚𝐛𝐢𝐥𝐢𝐭𝐲 Backend architecture • Frontend development (React/HTML/CSS) • Mobile App Development with Flutter/React native/Expo • Database optimization • Cloud deployment - all under one roof, ensuring seamless integration and faster delivery. ⚡ 𝐑𝐚𝐩𝐢𝐝 𝐏𝐫𝐨𝐭𝐨𝐭𝐲𝐩𝐢𝐧𝐠 I deliver working POCs and demos within shorter time spanning few hours, allowing you to validate solutions before committing to full development. 🌟 𝐅𝐥𝐞𝐱𝐢𝐛𝐥𝐞 𝐂𝐨𝐥𝐥𝐚𝐛𝐨𝐫𝐚𝐭𝐢𝐨𝐧 Competitive rates with willingness to adjust pricing for extended partnerships and long-term projects. 𝐂𝐨𝐫𝐞 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 𝐀𝐈 & 𝐋𝐋𝐌 𝐒𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬 🔗 Enterprise RAG chatbots with Langchain and intelligent collaborative LLM agents 🤖 Multi-agent systems using OpenAI agents, LangGraph, OpenClaw, CrewAI, Phidata, and Autogen 🗓️Integration of agents with integrations like Gmail, Google Calendar, HubSpot, Google Sheets, Salesforce, ZohoCRM, Outlook, Slack, etc. Ⓜ️Integration of meeting agents with Google Meet, Teams and Zoom to automate transcribe and summarization of call. 🕸️Integration of different tools like image edit with Google's Nano banana / veo3.1, Sora video generation apis, claude-like artifact generation, klingAI video generation, etc. ☁️ Production LLM deployments on AWS Bedrock, Sagemaker, EC2, and Kubernetes 🏆 Multi-model integration: GPT-5/4.1, Claude 4.5, Llama 4, Mistral, Gemini Pro, Groq (with LangSmith/LangFuse evaluation) 🎯 Custom model fine-tuning: OpenAI, Mistral-7b, LLAMA3-GGUF 🛠️ Vector database implementation: Pinecone, FAISS, ChromaDB, Qdrant, Weaviate 💬 Omnichannel deployment: Slack, WebEx, WhatsApp, Telegram, Discord ⛓️ Advanced prompt engineering: Chain-of-Thought, ReAct, iterative optimization 🕸️ Text-to-Video and Image-to-Video generation with comfyUI [both short and long form] 🦾 NLP capabilities: Sentiment analysis, text summarization, classification 🔊 Audio intelligence: Transcription, TTS, STT systems 🎧 Intelligent CRM automation with voice bot integration 🖼️ Computer Vision: Image segmentation, object detection/tracking, Stable Diffusion, GANs 𝐅𝐮𝐥𝐥-𝐒𝐭𝐚𝐜𝐤 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 💻 𝐁𝐚𝐜𝐤𝐞𝐧𝐝 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠: FastAPI, Django, Flask - building robust, scalable APIs 🎨 𝐅𝐫𝐨𝐧𝐭𝐞𝐧𝐝 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: React, Typescript, HTML5, CSS3 - crafting responsive, intuitive interfaces 📱 𝐌𝐨𝐛𝐢𝐥𝐞 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: React Native/Expo/Flutter - cross-platform iOS & Android apps with native performance 💰Payment Methods Integration: Stripe, Shopify 🗄️ 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭: PostgreSQL, MySQL, SQLite, MSSQL, Airtable - optimized schemas and queries ☁️ 𝐂𝐥𝐨𝐮𝐝 & 𝐃𝐞𝐯𝐎𝐩𝐬: Docker, Kubernetes, AWS, GCP, DigitalOcean - automated CI/CD pipelines 📊 𝐐𝐮𝐚𝐥𝐢𝐭𝐲 𝐀𝐬𝐬𝐮𝐫𝐚𝐧𝐜𝐞: Comprehensive testing, monitoring, and performance optimization 𝐀𝐝𝐝𝐢𝐭𝐢𝐨𝐧𝐚𝐥 𝐂𝐚𝐩𝐚𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬 🔍 Advanced web scraping: LinkedIn, Reddit, Twitter, Amazon, eBay, Walmart 📈 Predictive analytics and forecasting algorithms 🔄 Third-party API integration and service orchestration 📆 Version control expertise: Git, BitBucket 𝐖𝐡𝐚𝐭 𝐘𝐨𝐮 𝐂𝐚𝐧 𝐄𝐱𝐩𝐞𝐜𝐭 ✅ 𝐄𝐧𝐝-𝐭𝐨-𝐄𝐧𝐝 𝐃𝐞𝐥𝐢𝐯𝐞𝐫𝐲: Complete project lifecycle from requirements gathering to post-deployment support ✅ 𝐑𝐚𝐩𝐢𝐝 𝐏𝐎𝐂 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: Rapid prototyping to demonstrate feasibility and approach ✅ 𝐏𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧-𝐆𝐫𝐚𝐝𝐞 𝐐𝐮𝐚𝐥𝐢𝐭𝐲: Clean, documented code following industry best practices ✅ 𝐒𝐞𝐚𝐦𝐥𝐞𝐬𝐬 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧: Unified backend, frontend, and database architecture ✅ 𝐒𝐜𝐚𝐥𝐚𝐛𝐥𝐞 𝐈𝐧𝐟𝐫𝐚𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞: Cloud-native deployments with monitoring and auto-scaling ✅ 𝐎𝐧𝐠𝐨𝐢𝐧𝐠 𝐒𝐮𝐩𝐩𝐨𝐫𝐭: Performance optimization and maintenance post-launch ✅ 𝐓𝐫𝐚𝐧𝐬𝐩𝐚𝐫𝐞𝐧𝐭 𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐜𝐚𝐭𝐢𝐨𝐧: Regular updates and collaborative decision-making Whether you need an AI-powered application, a complete web/mobile platform, or intelligent automation, I will deliver sophisticated solutions that drive real business value. Ready to discuss your project? I will provide a working demonstration within 24 hours to show exactly how I can bring your vision to life. 💼 Available for immediate start | ⚡ Responsive communication | 🌍 Proven global delivery

I help Retail, SaaS, Manufacturing, Healthcare, FinTech, and Construction/Engineering companies turn raw data into AI-driven decisions, predictive insights, and scalable analytics systems. Over the past 10 years, I’ve delivered data platforms, AI models, and BI solutions that have reduced inventory errors by 30%, improved forecast accuracy, lowered operational overhead, and enabled real-time decision-making for 50+ brands. Core Expertise 1. AI & Machine Learning Forecasting, Churn/LTV modeling, Pricing optimization, Underwriting risk models, NLP/LLM insights, Predictive maintenance. 2. BI & Decision Intelligence Power BI, Looker, Tableau dashboards; KPI frameworks; semantic modeling; executive reporting; self-service analytics. 3. Cloud Data Platforms & Architecture Snowflake, Redshift, BigQuery, Azure Fabric; DWH design; data lakes; scalable data modeling; performance optimization. 4. Data Engineering & Automation ETL/ELT pipelines, dbt, ADF, Airflow, API integrations, data quality frameworks, orchestration, CI/CD for data. 5. Strategic Analytics Consulting Roadmaps, architecture reviews, reporting frameworks, improving data maturity, identifying revenue/efficiency opportunities. Why Clients Choose Me • 10+ years experience across 6 global industries • Quantified business results from real-world implementations • Clear communication + fast execution • Ability to scale delivery via a small, specialized engineering & analytics team • AI-first approach to modernize analytics, reduce inefficiency, and unlock growth • Transparent documentation, clean architecture, and long-term maintainability If you need a partner—not just a freelancer—to architect, engineer, and deploy high-impact analytics or AI systems, I can help. Let’s build something that delivers measurable outcomes, not just dashboards. Ready to turn your data into a competitive advantage? Message me or invite me to your job posting — I respond within a few hours.

🚀 AI Consultant for Event & Entertainment Platforms | Event-Tech, Social & Dating Systems | Computer Vision | Intelligent Live Streaming | Real-Time Analytics | OpenAI & LLMs | AWS | Python | Node.js | React 𝐖𝐚𝐧𝐭 𝐭𝐨 𝐛𝐮𝐢𝐥𝐝 𝐚 𝐡𝐢𝐠𝐡-𝐞𝐧𝐠𝐚𝐠𝐞𝐦𝐞𝐧𝐭 𝐞𝐧𝐭𝐞𝐫𝐭𝐚𝐢𝐧𝐦𝐞𝐧𝐭 𝐩𝐥𝐚𝐭𝐟𝐨𝐫𝐦, 𝐬𝐨𝐜𝐢𝐚𝐥 𝐞𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞, 𝐨𝐫 𝐞𝐯𝐞𝐧𝐭-𝐛𝐨𝐨𝐤𝐢𝐧𝐠 𝐬𝐲𝐬𝐭𝐞𝐦 𝐩𝐨𝐰𝐞𝐫𝐞𝐝 𝐛𝐲 𝐀𝐈 𝐚𝐧𝐝 𝐦𝐨𝐝𝐞𝐫𝐧 𝐜𝐨𝐧𝐭𝐞𝐧𝐭 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞? With 10+ years of expertise in social media platforms, event-tech systems, personalized content ecosystems, and Computer Vision–enabled user experiences, I create digital products that attract, engage, and retain users at scale. From TikTok-style AI feeds and automated event discovery to CV-driven creator tools and moderation engines, I develop platforms engineered for retention, safety, and interactive engagement. “𝐃𝐞𝐥𝐢𝐯𝐞𝐫𝐞𝐝 𝐞𝐱𝐚𝐜𝐭𝐥𝐲 𝐰𝐡𝐚𝐭 𝐰𝐞 𝐞𝐧𝐯𝐢𝐬𝐢𝐨𝐧𝐞𝐝 𝐰𝐢𝐭𝐡 𝐞𝐱𝐜𝐞𝐩𝐭𝐢𝐨𝐧𝐚𝐥 𝐝𝐞𝐭𝐚𝐢𝐥.” 𝐖𝐡𝐲 𝐂𝐥𝐢𝐞𝐧𝐭𝐬 𝐂𝐡𝐨𝐨𝐬𝐞 𝐭𝐨 𝐖𝐨𝐫𝐤 𝐰𝐢𝐭𝐡 𝐌𝐞 - 𝐄𝐧𝐭𝐞𝐫𝐭𝐚𝐢𝐧𝐦𝐞𝐧𝐭 & 𝐒𝐨𝐜𝐢𝐚𝐥 𝐃𝐨𝐦𝐚𝐢𝐧 𝐌𝐚𝐬𝐭𝐞𝐫𝐲 – Proven experience in interactive platforms, dynamic feeds, and event-driven user journeys. - 𝐀𝐈 + 𝐂𝐕 𝐄𝐧𝐠𝐚𝐠𝐞𝐦𝐞𝐧𝐭 𝐓𝐨𝐨𝐥𝐬 – Smart content tagging, visual moderation, auto-highlights, face/object detection, and creator-assist features across multiple industries. - 𝐒𝐚𝐟𝐞𝐭𝐲 & 𝐓𝐫𝐮𝐬𝐭 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 – CV-based NSFW filters, face verification, event check-in intelligence, and automated content review. -𝐄𝐯𝐞𝐧𝐭-𝐓𝐞𝐜𝐡 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 – Smart discovery, booking flows, user preference modeling, venue recommendations. -𝐄𝐧𝐝-𝐭𝐨-𝐄𝐧𝐝 𝐒𝐲𝐬𝐭𝐞𝐦 𝐄𝐱𝐞𝐜𝐮𝐭𝐢𝐨𝐧 – From user flow strategy to high-performance backend and scalable infrastructure. - 𝐂𝐥𝐞𝐚𝐫, 𝐂𝐨𝐥𝐥𝐚𝐛𝐨𝐫𝐚𝐭𝐢𝐯𝐞 𝐃𝐞𝐥𝐢𝐯𝐞𝐫𝐲 – Transparent communication, well-organized sprints, predictable outcomes. I’m passionate about turning innovative ideas into reality and working with forward-thinking companies that want to build disruptive technology solutions. If you’re looking for an experienced developer who can bring technical excellence and business value to your project, let’s connect. 𝐂𝐨𝐫𝐞 𝐒𝐞𝐫𝐯𝐢𝐜𝐞𝐬: - 𝐀𝐈-𝐏𝐨𝐰𝐞𝐫𝐞𝐝 𝐒𝐨𝐜𝐢𝐚𝐥 𝐅𝐞𝐞𝐝𝐬 – Personalized content ranking, interest prediction, behavioural modeling. - 𝐂𝐨𝐦𝐩𝐮𝐭𝐞𝐫 𝐕𝐢𝐬𝐢𝐨𝐧 (𝐂𝐕 + 𝐀𝐈) 𝐂𝐚𝐩𝐚𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬 - Auto-captioning & highlight generation, NSFW detection & safety moderation, face/object detection for event check-ins, image/video quality analysis, visual tagging & content classification, creator tools across multiple industries - 𝐄𝐯𝐞𝐧𝐭 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲 & 𝐁𝐨𝐨𝐤𝐢𝐧𝐠 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 – Smart search, slot management, dynamic pricing, user preference matching. - 𝐂𝐫𝐞𝐚𝐭𝐨𝐫 𝐓𝐨𝐨𝐥𝐬 – Auto-captioning, highlight generation, video enhancements, engagement analytics. - 𝐀𝐈 𝐌𝐨𝐝𝐞𝐫𝐚𝐭𝐢𝐨𝐧 – Toxicity detection, NSFW filters, automated community safety workflows. - Community & Engagement Features – Profiles, follows, groups, messaging, reactions, gamification. - 𝐈𝐧𝐭𝐞𝐫𝐚𝐜𝐭𝐢𝐯𝐞 𝐔𝐈 𝐄𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞𝐬 – Smooth transitions, visual elements, and responsive user journeys. 𝐓𝐞𝐜𝐡 𝐒𝐭𝐚𝐜𝐤 Frontend: React, React Native, Next.js, Flutter Backend: Node.js, Express, Python, MongoDB, PostgreSQL AI/ML: Recommendation Systems, NLP, Vision AI, Sentiment Analysis, Moderation Models Events/Booking: Calendar engines, seat/slot management, workflow automation Cloud: AWS, GCP, DigitalOcean (CI/CD, auto-scaling, performance optimization) 𝐒𝐮𝐜𝐜𝐞𝐬𝐬 𝐒𝐭𝐨𝐫𝐢𝐞𝐬 - Developed first AI-powered music composition platform ‘Muse AI’, enabling users to auto-compose high-quality tracks without prior music experience. - Built smart nightlife event discovery features that boosted user session engagement by 45%. - Built community apps that grew to 100K+ active users. - Developed a Computer Vision pipeline achieving 95% accuracy, reducing manual review time by 40%. – 𝑳𝒆𝒕’𝒔 𝑩𝒖𝒊𝒍𝒅 𝒀𝒐𝒖𝒓 𝑬𝒏𝒕𝒆𝒓𝒕𝒂𝒊𝒏𝒎𝒆𝒏𝒕 𝒐𝒓 𝑺𝒐𝒄𝒊𝒂𝒍 𝑷𝒍𝒂𝒕𝒇𝒐𝒓𝒎 `Whether you're creating an entertainment app, a social platform, a community ecosystem, or an event-booking system, I can help you build a high-engagement, AI-powered product that stands out. Click "𝐁𝐎𝐎𝐊 𝐀 𝐂𝐎𝐍𝐒𝐔𝐋𝐓𝐀𝐓𝐈𝐎𝐍" to schedule a consultation call. I don’t just deliver apps - I create experiences that keep audiences coming back.

I am a software engineer with over 20 years experience in computer vision, AI and hardware controlling. I can combine the above technologies with the Web in order to get a great final solution. I can also create offline solutions in C++ and Python. I can manage projects, work alone and in a team. Before the start of each project I define milestones and inform regularly the customer about the status and ask for feedback after each reached milestone

I'm a data scientist with experiences on middle and big financial industries at my country. I have experience with R, Python, Matlab, SPSS and other software for data analysis, financial modeling, and machine learning application's.

👋 Hey, I am Harsh Vardhan Mishra, a senior AI and Machine Learning expert with over 8 years of industry experience delivering scalable, production-grade solutions across domains like NLP, Computer Vision, LLMs, Predictive Analytics and Chatbot Development. I help startups and enterprises turn data into intelligence through custom AI solutions that integrate seamlessly with existing systems. I can assist you with: 🔹 LLMs & Generative AI → Custom integration with GPT-4, Claude, Llama 2 for smart chatbots, document parsing & AI agents → Knowledge base assistants with LangChain and RAG pipelines → Automations for content generation, summarization and QA bots 🔹 NLP & Machine Learning → Sentiment analysis, multilingual translation & semantic search → Predictive models for user behavior, fraud detection and forecasting → Advanced Computer Vision: object detection, OCR, quality inspection 🔹Computer Vision Solutions: • Image classification, object detection (YOLO, Detectron2) • OCR, document processing, and real-time video analytics • Quality control and defect detection in manufacturing datasets 🔹AI-Powered Chatbots & Assistants: → Custom chatbot development using GPT and open-source LLMs → Intent recognition, dialogue management, and contextual memory → Deployment with tools like Rasa, LangChain, FastAPI and WebSockets 🔹Backend Engineering with Python: → RESTful APIs and microservices using FastAPI, Flask, Django → Asynchronous pipelines with Celery, Redis, RabbitMQ → CI/CD workflows with Docker, Kubernetes and GitHub Actions → Cloud-native deployments on AWS, GCP, Azure and serverless platforms 🔹Tools & Platforms I Work With Daily: → ML Frameworks: PyTorch, TensorFlow, Scikit-learn, HuggingFace → Data Tools: Pandas, NumPy, Dask, Spark → LLM Ops: LangChain, Weaviate, Pinecone, FAISS → Cloud ML: AWS SageMaker, GCP Vertex AI, Azure ML Studio I specialize in helping clients who: • Have an AI/ML prototype but need help scaling it • Need to integrate intelligent features into an existing app • Want to modernize legacy Python code or optimize slow ML pipelines • Are building from scratch and want expert guidance from day one Whether you are looking to build a custom AI solution, analyze large datasets, create a smart assistant or integrate AI into your existing platform, I bring a deep technical foundation and a problem-solving mindset to every project. 📩 Let’s talk about your project. Whether it’s a chatbot, predictive model or full-scale AI system, I will help you build something your users love and your team can rely on. Best Regards, Harsh Vardhan Mishra

I help founders and teams turn AI ideas into working products in weeks, not months. Instead of spending months experimenting with LLMs, tools, and architectures, I design and build MVPs that actually work in real business conditions. Typical results: – Working AI MVP in 2–4 weeks – Clear, scalable architecture (not a demo that breaks later) – Reduced risk before investing into full development 💡 What I do best – Turn raw AI ideas into working MVPs – Design production-ready AI architectures – Build agentic AI systems (multi-agent workflows, automation) – Develop RAG systems & knowledge-based AI – Integrate LLMs into existing products and workflows I focus on execution and outcomes — not just code. 🧠 Who I work with – Startups validating AI ideas – Founders building MVPs for investors or internal use – Teams внедряющие AI в существующие продукты – Businesses looking to automate workflows with AI 💬 Not sure where to start? I offer short consultation calls where we: – break down your idea – define architecture – identify fastest path to MVP Most of my projects start this way. ⚙️ Typical engagement – AI MVP / Proof of Concept: $1,500 – $5,000+ – Architecture & planning: via consultation – Ongoing development: after MVP validation Most of my work is fixed-scope (MVPs, PoCs). If you need someone who can not only build, but also think through your AI product — let’s talk.

Video Surveillance, CCTV, Computer Vision, OpenCV, AI – I build CCTV, object detection, and real-time video systems that scale. 14,700+ hours and $600K+ earned on Upwork. 100% JSS, Top Rated Plus. 15 years of senior engineering + Spec-First Agentic Engineering. ⚡ 𝗙𝗿𝗲𝗲 𝗣𝗥𝗗. 𝗠𝗩𝗣 𝗶𝗻 𝟳-𝟭𝟰 𝗱𝗮𝘆𝘀. 𝗙𝗿𝗲𝗲 𝗰𝗼𝗱𝗲 𝗿𝗲𝘃𝗶𝗲𝘄 𝗼𝗿 𝗮 𝟮-𝘄𝗲𝗲𝗸 𝘁𝗿𝗶𝗮𝗹 𝗼𝗻 𝗮𝗻 𝗲𝘅𝗶𝘀𝘁𝗶𝗻𝗴 𝗰𝗼𝗱𝗲𝗯𝗮𝘀𝗲. ⚠️ Press the Invite button on my page and let's talk about your project. 𝗦𝗲𝗹𝗲𝗰𝘁𝗲𝗱 𝗢𝘂𝘁𝗰𝗼𝗺𝗲𝘀 → VALT - enterprise CCTV and video surveillance SaaS. 770 organizations, 50K+ users, 2,500 IP cameras. Grew from a $1M launch year to $9M ARR. Motion detection, HIPAA/GDPR storage, 12-year partnership. → MindBox - smart video surveillance with AI analytics. Anomaly detection, facial recognition, and forensic search across 50+ deployments with live camera-map feeds. → Tennis analytics - a computer-vision pipeline that tracks players and the ball from match video for automated stats. → ALDA - generative AI course builder. Co-designed with 70+ U.S. educators; partner schools serve 500,000+ students. +20% educator efficiency. → BrainCert - world's first WebRTC + HTML5 LMS. $3M revenue, 100K+ customers, 500M+ classroom minutes. 𝗜 𝗔𝗺 𝗠𝗼𝘀𝘁 𝗘𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲𝗱 𝗜𝗻 → Video Surveillance and CCTV - custom CCTV SaaS with secure storage, IP-camera ingestion, motion detection, and forensic search → Computer Vision and Object Detection - OpenCV, YOLO, TensorFlow, PyTorch for anomaly detection, face recognition, background blur, and incident alerts → AI Full-Stack Apps - OCR, real-time translation, autonomous agents, and object recognition on top of video → Video Streaming and Players - RTMP, HLS, WebRTC, sub-second latency, custom players on AWS → E-Learning, EdTech, and Virtual Classrooms - LMS and course authoring, curriculum and instructional design, live WebRTC and Agora classrooms, interactive whiteboards, AI grading and assessments, generative-AI courses, SCORM/LMS integrations 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 & 𝗦𝗽𝗲𝗰-𝗙𝗶𝗿𝘀𝘁 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 I work spec-first, not vibe-first. I write the technical spec and architecture before any code is generated. Then I drive AI agents (developer, tester, analyst) against strict guardrails to produce production-grade code. The hard parts I handle or verify myself: real-time computer vision, OpenCV detection pipelines, and high-load video backends. You get the speed of AI with the stability of a senior engineer. 𝗛𝗼𝘄 𝗪𝗲 𝗦𝘁𝗮𝗿𝘁 30-min discovery → spec-first plan with architecture and a ±10% estimate → AI dev environment with guardrails → MVP with CI/CD and a 2-week demo cadence. 𝗛𝗼𝘄 𝗬𝗼𝘂 𝗖𝗮𝗻 𝗪𝗼𝗿𝗸 𝗪𝗶𝘁𝗵 𝗠𝗲 → MVP from scratch - the fastest safe path to production with Spec-First Agentic Engineering → Team extension - I join as the lead on hard modules: computer vision, AI, video surveillance, WebRTC → Rescue mission - I fix, modernize, and stabilize existing codebases, including vibe-code cleanup 𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀 𝗜 𝗨𝘀𝗲 𝗗𝗮𝗶𝗹𝘆 → Computer Vision and AI: OpenCV, YOLOv8, TensorFlow, PyTorch, Keras, Image Recognition, OpenAI API, Whisper, Deepgram, NLP → Video: WebRTC, Agora, FFmpeg, Wowza, Kurento, HLS/DASH, RTMP/RTSP → Backend: Node.js, NestJS, Express, Python (FastAPI), PHP/Laravel, C++ → Frontend: React, Vue, Angular, TypeScript → Infra: AWS, GCP, Docker, Kubernetes, PostgreSQL, MongoDB, Redis → Security: AES-256, HIPAA, GDPR, SOC II → EdTech: LMS/SCORM, virtual classrooms, interactive whiteboards, course authoring, quizzes and assessments, AI grading 𝗪𝗵𝘆 𝗙𝗼𝗿𝗮 𝗦𝗼𝗳𝘁 100% Upwork JSS · 914 jobs · $10M+ earned · 401K+ hours · 625+ projects since 2005 · 400+ clients across 17+ countries · Top WebRTC Developer 2022 and Top Telecom Developer 2024 · 1 of 400 devs passes our internal selection · estimates within ±10% of actuals. 𝗖𝗹𝗶𝗲𝗻𝘁 𝗙𝗲𝗲𝗱𝗯𝗮𝗰𝗸 "We've been working together for 10 years and continue. Fora Soft planned and built our entire Wowza-based video surveillance SaaS from scratch across web, iOS and Android." - Dustin, CTO @ VALT (50,000 users, 770 orgs, 2,500 IP cameras) ⚠️ Press the Invite button or message me – I'll send back an SRS, an estimate, and the fastest safe path to production.

Agentic AI | RevOps | GTM | Automations | N8N | Zapier Crafting intelligent systems that don’t just respond — they reason, retrieve, act and generate revenue. My name is Ankit – I'm an ex-RevOps SaaS employee and full-time Agentic AI & RevOps automation architect based in London. Over the past few years, I've helped dozens of B2B and SaaS companies scale their revenue operations by building intelligent AI agents and automated workflows that eliminate manual work and drive predictable growth. Clients typically hire me for three reasons: ✅ They're drowning in manual work and need intelligent automation to scale without adding headcount ✅ Their tech stack is disconnected—data is siloed across HubSpot, Salesforce, Clay, and marketing tools ✅ They want AI agents that actually work—not just chatbots, but autonomous systems that handle lead qualification, enrichment, and routing What sets me apart is my combination of technical depth and real revenue operations experience. I've built multi-agent AI systems that qualify leads with accuracy, designed data pipelines processing thousands of leads monthly, and created RevOps frameworks that give teams real-time visibility into their entire revenue engine. I believe automation should enable your team, not create technical debt. Every system I build is designed for reliability, scalability, and measurable ROI. Your workflows should work flawlessly whether you're processing 10 leads or 10,000. If you're serious about scaling your operations with AI and intelligent automation, I'd appreciate the opportunity to learn about your business—and I have plenty of references I can provide. Technical Stack ✅ AI & Intelligent Agents: LLM Integration: ChatGPT, Claude, GPT-4, Gemini, custom models Agent Frameworks: LangChain, LlamaIndex, AutoGPT, CrewAI, custom multi-agent systems RAG Systems: Vector databases (Pinecone, Weaviate, Chroma), embeddings, semantic search Prompt Engineering: Advanced prompting strategies, chain-of-thought, few-shot learning ✅ Automation & Workflow Platforms: Zapier (Expert - complex multi-step workflows, error handling, custom webhooks, high-volume automation) n8n (Advanced - self-hosted deployment, custom nodes, API integrations, workflow optimization) Make (Integromat) - scenario building and advanced routing Power Automate - Microsoft ecosystem integration Custom Python/JavaScript automation scripts ✅ RevOps & GTM Tools: CRMs: HubSpot (Advanced certification), Salesforce (Proficient), Pipedrive, Zoho, Close Data Enrichment: Clay (Expert), Clearbit, Apollo, ZoomInfo, Lusha, Hunter io Marketing Automation: ActiveCampaign, Mailchimp, Marketo, Pardot, Klaviyo Sales Engagement: Outreach, SalesLoft, Apollo, Lemlist Analytics & BI: Google Analytics, Mixpanel, Amplitude, Looker, Tableau, Mode Data Management: Airtable, Google Sheets, Notion, PostgreSQL, MongoDB Communication: Slack (app development), Microsoft Teams, Discord ✅ Integration & Development: REST APIs, GraphQL, Webhooks, OAuth JavaScript (Node js), Python for custom automation and data processing SQL (PostgreSQL, MySQL) for database queries and transformations Cloud platforms: AWS, Google Cloud Platform, Heroku, Netlify Version control: Git, GitHub Real Results I've Delivered ✅ AI Lead Qualification System: Built multi-agent AI system that reduced lead qualification time from 3+ hours to 15 minutes per rep, while improving qualification accuracy to 92% ✅ Cross-Platform Data Sync: Architected bidirectional HubSpot ↔ Salesforce integration processing 50K+ records monthly with 99.8% sync reliability and automated conflict resolution ✅ Intelligent Lead Routing: Designed territory-based routing workflow with capacity balancing that improved response time by 73% and increased MQL→SQL conversion by 28% ✅ Automated Enrichment Pipeline: Implemented Clay-based enrichment workflow that automatically enhanced 90%+ of inbound leads with company data, contact info, and intent signals ✅ Revenue Reporting Dashboard: Created executive dashboard providing real-time visibility across $5M+ annual pipeline with automated weekly reports eliminating 10+ hours of manual work ✅ Customer Health Scoring: Built predictive churn model using behavioral data and automation that identified at-risk accounts 60 days earlier than manual processes Let's Build Your Intelligent Revenue & Operations Engine If you're ready to scale your revenue operations with agentic AI and bulletproof automation, I'd love to learn about your business and discuss how I can help.