Shreyas Warrier

Systems That Think. Products That Last.

|. Tools that ship. Products that scale. Systems that win.

Systems speak louder than words.

How I Build Systems

I don't build demos. I build systems — engineered for scale, obsessively clean, and surgically optimized for impact.

✨ Principle-Driven

Every decision — from code to copy — is rooted in clarity. Minimalist interfaces, legible logic, zero fluff.

🚀 Built for Scale

I write deployment-first code. Scalable infra, modular architecture, and real-world deploy paths — always production in mind.

🧩 Modular by Default

Systems I build are plug-and-play. Every part is atomic, reusable, and engineered to evolve — think LEGO for AI pipelines.

📊 Feedback Addict

Telemetry is non-negotiable. Logs, alerts, A/B signals — if it moves, I measure it. Every system breathes data.

⚙️ The goal isn't just to build fast. It's to build things that last.

Applied AI, Built Different

Real-world AI. Born in the wild. Built to scale.

MaizeSense 🌽

Grain inspection without labs or experts. Smartphone camera. Any lighting, any angle. AI grades 8 quality types with 97.85% accuracy in seconds. Trained for real-world chaos. Productizing now.

97.85% accuracy | Productizing now
YOLOv11Swin TransformerU²-NetGradioONNX

MaizeSense Edge 🌾

On-device grain grading. 98% accuracy across 6 quality types. Zero cloud dependency. Built for warehouses and farms where connectivity fails. Processing happens locally.

98% accuracy | Zero-cloud deployment
YOLOv11SVMOpenCVU²-NetGradio

MarketMinds 📈

AI that reads financial news like an analyst, then predicts market moves. Extracts sentiment from news videos, fuses with RSI and Fibonacci data, outputs next-day NIFTY 50 predictions. Noise becomes signal.

Gemini-powered sentiment-to-signal engine
Gemini 1.5 FlashYahoo FinanceStreamlitRSIFibonacci

SchemeNet 🤝

Natural language interface for government scheme discovery. AI matches users to relevant programs from 500+ schemes mapped and deployed. Built on AWS with SSIP government grant backing.

SSIP grant-backed | 500+ scheme matches
LLaMA 2 7BRAGLangchainAWSInstructor Embeddings

Every line of code, every frame of video, every pixel of design—100% mine. No outsourcing. No shortcuts.Built different.

What I Wield

These aren't just tools — they're levers. Each one chosen to move fast, scale hard, and ship real AI into production.

🧠 Engineering Cognition

LLM SystemsRAG PipelinesLangChainLLaMA 2EmbeddingsPrompt EngineeringContext ManagementVector DBsTransformersTransfer Learning

🔎 Engineering Perception

Computer VisionObject DetectionYOLOSegmentationSAMU²-NetVision TransformersCNNsOpenCVClassification Pipelines

🏗️ Engineering Infrastructure

AWSEC2S3LambdaSageMakerDockerKubernetesTensorFlowPyTorchONNXLinux Environments

🚀 Engineering Interfaces

GradioStreamlitFastAPIRESTful APIsGitScikit-learnReal-time Inference

⚙️ The stack is just the beginning. AI systems that actually ship — that's the craft.

What They're Saying

Elite minds. Relentless systems. The difference is exponential.

Dr. Vipul Dabhi

Dr. Vipul Dabhi

Head of Department, Information Technology

Shreyas has a sharp technical mind and a natural builder’s instinct. He doesn’t just explore ideas; he turns them into complete, working systems. What distinguishes him is his grasp of how technology creates real business value, not just what it can technically achieve.

Jigar Brahmbhatt

Jigar Brahmbhatt

R&D Lead @ Clairo

Shreyas is at his core an old-school problem solver who instinctively asks, 'How can we make this better?' When combined with AI, that produces powerful, practical systems that solve real challenges. Very eager to see what this enterprising mind accomplishes next.

Dr. Harshad Prajapati

Dr. Harshad Prajapati

Associate Professor, Information Technology

Shreyas approaches problems like a systems architect, not just a coder. Every decision considers scale, edge cases, and long-term impact. That kind of foresight and discipline is what separates good engineers from great ones.

⚡ When systems work, results roar — and people notice.

Let's Build Something That Lasts

Every system needs a beginning. Choose Yours.

PROJECT BASED

Freelance Missions

Got a problem that needs AI? I don't ship half-built demos or pretty slide decks. I ship production systems that run clean, scale hard, and stay alive in the wild.

WHAT YOU GET:

End-to-end AI | Delivered on time | Deployment-ready

TEAM COLLABORATION
🤝

Partner on Client Projects

Dev shop or agency with clients asking for AI? I partner with teams who need specialized AI engineering. You handle the client, I handle the intelligence. Full credit, clean collaboration.

WHAT I BRING:

Production-grade AI | Flexible engagement | Seamless integration

EXPLORATION MODE
👋

Just Exploring

Not every visit is about business. Sometimes it's curiosity, sometimes it's sparks for the future. Either way, you'll leave with clarity — no jargon, no fluff.

WHAT YOU'LL FIND:

No pitch decks | No pressure | Just real conversations

Or find me building in public:

⚡ I move fast. My replies move faster. If you're here, you'll hear back.