PRADEEP NAYAK
I build products people love.
I don't only write code. I understand users, design experiences, architect systems, build production apps, and integrate intelligence.
I understand people.
Great products start with empathy, through research, insights, and testing before a single pixel is polished.
I craft interfaces.
Design systems, components and motion that feel alive, interfaces that assemble themselves.
I engineer systems.
Requests travel through APIs, auth, and databases, all built on resilient architecture that scales.
I build intelligence.
From documents to embeddings to agents, AI woven into products where it creates real value.
05 · FEATURED WORK
Projects as experiences
Autopilot ML
End-to-end ML platform, from raw data to a chat interface.
Problem: Teams struggled to move models from notebooks to production with reproducibility and monitoring.
Solution: An automated pipeline covering EDA, training, experiment tracking with MLflow, deployment, and a chat UI.
- Cut model-to-production time from weeks to hours
- Reproducible experiments with full lineage
- Self-serve chat over deployed models
Enterprise Workflow Platform
Multi-team workflow automation with real-time operational visibility.
Problem: Manual, fragmented operational processes caused delays, inconsistent handoffs, and poor visibility across teams.
Solution: A workflow engine for intake, business rules, approvals, escalations, and reporting with a live operations view.
- Automated multi-stage approval workflows
- Unified dashboard across teams
- Significant reduction in manual work
Analytics Dashboard
Real-time analytics with live streaming visualizations.
Problem: Stakeholders lacked a live, trustworthy view of key metrics across products.
Solution: A real-time dashboard streaming events into interactive, drill-down visualizations.
- Live metrics with sub-second updates
- Interactive drill-downs & filters
- Single source of truth for decisions
THE JOURNEY
How I got here
Design thinking & user research.
React, Next.js, motion & design systems.
APIs, databases, auth & scale.
Docker, CI/CD, AWS deployments.
ML, LLMs, RAG & agents.
Bringing it all together.
THE ECOSYSTEM
Not a list, but a connected system
HOW I THINK
My process, visualized
Problem
Frame the real business problem, not the symptom.
Understand Users
Research behaviour, needs and friction.
Design Experience
Shape flows and interfaces that feel effortless.
Build System
Architect scalable, maintainable foundations.
Add Intelligence
Integrate AI where it multiplies value.
Measure Impact
Instrument, learn, and iterate on outcomes.
Building products people love.
Building productspeople love.
Let's build something extraordinary.