Ryoku
AI product / 2026
Built document and web retrieval, model failover, and streamed tool calls for AI support, with live escalation queues and human handoff.
- Next.js
- TypeScript
- pgvector
- PostgreSQL
- Redis
- Pusher
- Vercel AI SDK
TrishitSwarnakar.
Your friendly neighbourhood
Full-stack & AI engineer.
Full-stack & AI engineer.
I build full-stack applications, AI tools, and agent workflows, using code, AI assistants, and documentation.
Explore my workDelhi / Kalyani, IndiaScroll to explore
Frontend systemsBackend architectureAI engineeringProduct thinkingInteraction designOpen sourceSystem designDeployment
A little about
the person building.
the person building.
I work across software, AI, and product. I turn ideas into applications people can use.
I’m a Computer Science and AI undergraduate at Newton School of Technology, Rishihood University, with a minor in Finance. My work spans product development, retrieval systems, LLM evaluations, and real-time collaboration.
Selected
work.
2025 — 2026
Product interfaces and AI systems built to work beyond the demo.
More work on GitHub
VFlow
AI tooling / 2026
Built a visual workflow engine with streaming, cancellation, and six model providers. Users connect nodes into reusable pipelines and supply their own API keys.
- Next.js
- TypeScript
- React Flow
- Vercel AI SDK
- Zustand
- Zod
UBOT
AI assistant / 2026
A personal AI representative that turns portfolio knowledge into a conversation.
- Next.js 16
- Supabase
- Transformers
Vicky Live
Product engineering / 2026
A cinematic live-event streaming interface engineered for responsive viewing.
- React 19
- TypeScript
- Zustand
LLD Practice
AI learning tool / 2026
Built guided design worksheets, generated UML, quiz scoring, and revision history. AI reviews check evidence against submitted fields before publishing feedback.
- Next.js
- TypeScript
- Groq SDK
- Zod
- Zustand
- Vitest
- Playwright
Stringz
Full stack / 2026
A full-stack guitar learning platform with payments, roles, lessons, and progress tracking.
- React
- Node.js
- MongoDB
Responsively
Open source / 2025
Open-source work on the browser built for responsive web development.
- Electron
- JavaScript
- Open source
Lamatic AI
Open source / 2025
Contributions to production infrastructure for building generative AI applications.
- GenAI
- APIs
- Platform
The tools.
The thinking.
From interface to intelligence.
The skills behind the work.
Experience.
LLM evaluation, retrieval, and shared agent infrastructure.
LLM Research Engineer Intern
Aicoo · Remote, Oxford, United Kingdom
- Built evaluation harnesses to test LLM behavior, prompt-injection defenses, and output guardrails.
- Prototyped retrieval and agent components; evaluated accuracy and robustness to guide implementation changes.
- Contributed to shared agent infrastructure and agent-to-agent decision-making.
Education.
Formal study in computing, science, and analytical thinking.
Current program
B.Tech in CSAI
Newton School of Technology, Rishihood University
Computer Science and Artificial Intelligence; Minor in Finance
2024 - 2028
Completed
Higher Secondary
Kalyani Central Model School
Physics, Mathematics, Chemistry, English, Biology, Commercial Arts
84.4% CBSE
Completed
Secondary Education
Springdale High School
Physical Science, Mathematics, Biology, Geography, History, English
87.0% WBBSEBeyond the
codebase.
Communities, leadership, and music that shape how I build.
Technical Specialist, SAST
RIT Rover Innovation Team
Built ESP32 and Arduino subsystems in embedded C/C++; contributed to teams competing at IIT Delhi, DTU, and SRM.
HPAIR Delegate
Harvard Project for Asian and International Relations
Delegate at the Harvard and Asia HPAIR conferences.
Former Vice President
Robotics Club, Newton School of Technology
Led CAD and robotics workshops, coordinated teams, and represented the club at Bharat Mandapam for Rishihood’s 10th Convocation.
Guitarist and Composer
Live performance and original music
Lead guitarist with 10+ years of experience. Coordinated Damru’s Battle of Bands with 10 teams.
