We embed with founders and leadership teams to build AI that actually ships. Agentic systems, GenAI platforms, edge deployment — hands-on engineering, not advisory decks.
Free 30-minute call. We'll map out the approach together.
Small business that needs AI tools set up and running? Professional who wants to become indispensable at work? Experienced engineer ready to go AI-native? We meet you where you are and get you there.
Claude CodeAI coding assistant
GitHub CopilotCode completion
ChatGPT EnterpriseTeam AI assistant
Cursor / WindsurfAI-native IDE
Notion AIDocs & knowledge
OpenClawPersonal AI agentWe evaluate your current tools, workflows, and AI readiness. You get a clear action plan.
Contact Us →We set up AI tools for your team and train everyone to use them. Hands-on, not a webinar.
Contact Us →Ongoing AI integration. We embed with your team weekly to build, automate, and optimize.
Contact Us →
Anthropic
AWS
Databricks
Google
Meta
Mistral
NVIDIA
OpenAI
Snowflake
Founded by Ravinder Jilkapally — 18+ years shipping AI at enterprise scale. Led GenAI engineering at Xpanse, building multi-product AI platforms from the ground up. Previously Architecture Lead at Rocket Companies. Technical advisor to startups in AI, data, and ethical tech.
Austin, TX · LinkedIn →
We write code, deploy models, and build products. Not slide decks.
Custom AI tools built for your business. LLM integration, RAG pipelines, intelligent agents, and production-ready inference.
Deploy on NVIDIA Jetson and edge hardware. On-device LLMs, computer vision, and real-time inference at 60W.
We design the systems that power your AI tools. Secure, scalable, production-ready.
Get your team productive with AI. Claude Code, Copilot, ChatGPT Enterprise, custom workflows — we set it up, train your team, and build the playbooks.
Production web apps with Next.js, React, TypeScript. Supabase backends, Vercel deployments, Chrome extensions.
Fractional CTO / technical advisor for early-stage startups. Architecture, hiring, go-to-market, and fundraising support.
Edge inference. Agentic engineering. Real data. Real users.
Building world-class engineering teams from zero to production. Architecture, hiring, culture, delivery.
MCP orchestration, multi-agent systems, autonomous experiment loops. AI that acts, not just responds.
Multimodal LLM systems for extraction, classification, and validation at enterprise scale. Ensemble model approaches.
NVIDIA Jetson, DGX Spark, GB10. DeepStream video pipelines. Models that run where the data lives.
Product direction, roadmap, and delivery. Founder mindset — from zero to one, then zero to scale.
Urban growth intelligence platform. Analyzes 2.2M City of Austin building permits to surface energy and infrastructure trends in real time. Discovered a 22:1 solar-to-battery ratio and a 12x equity gap in backup power. On-device inference at 60W.
Local AI workspace for photographers and designers. Full creative workflow — curation, client review, contracts, invoices, feedback — all on-device. Featured on NVIDIA Developer Live. 90 GitHub cloners in 24 hours.
AI sports officiating platform. Vision language models apply physical reasoning to ball trajectory, spin, and bounce — producing chain-of-thought scoring decisions and live broadcast commentary. Video search and summarization built in.
AI sideline assistant for volunteer parent-coaches. Rules lookups, concussion protocol, practice plans, park safety data (259K crime incidents), restaurant health scores — all from a Telegram message. Zero cloud dependency.
Agentic AI sports referee with physical embodiment. Watches video, reasons about plays with chain-of-thought, and signals physical robots. Open source — multi-provider VLM switching, full agent console.
AI-powered job search copilot. Scores resume-to-job fit, generates tailored cover letters, and prepares interview talking points. Chrome extension imports listings directly from LinkedIn.
Conversational AI tutor for K-12. Voice-guided problem solving with Gemini, automatic assignment sync from Schoology, and adaptive practice generation — built to teach, not give answers.
Multi-device observability dashboard. Monitors services, GPU utilization, network topology, and AI model health across Mac and Jetson nodes — with Google Analytics integration and Telegram alerting.
AI-powered style discovery for home furnishing retailers. Increased average order value by 66% through automated style reasoning and recommendation engines.
Real-time digital AI infrastructure for 120+ water utilities. ATLAS, AURA, APOLLO platforms for predictive maintenance, leak detection, and treatment optimization.
Advised the global personal data exchange on platform architecture, API design, and engineering strategy. Privacy-first data monetization for enterprises and consumers.
30-minute call. Understand your problem, technical landscape, and goals.
System design, tech stack, data flow, deployment strategy. Clear plan, your approval.
Weekly demos. Production-quality code. Real deployments you can use immediately.
Monitoring, iteration, knowledge transfer, and ongoing partnership.
Free 30-minute consultation. We'll discuss your project and give you a clear path forward.
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