The Future of AI in Modern Web Applications
AI is transforming modern web development with smart features like chatbots, content generation, and automation. Learn how developers can integrate AI into applications and build the future of software.
> hi, i'mSyket Bhattachergee
/role/
I live at the intersection of modern web engineering and applied LLMs. I design RAG pipelines, agentic workflows, and context-engineered chat experiences that real users actually ship with — not demos.
experience
5+ yrs
projects
40+
leetcode
100+
neural.syket // online
model: opus-4.7> who_are_you()
◣◢
>press ⏎ to continue
// stack.json
- next.js
- react
- react native
- typescript
- tailwind
- node.js
- graphql
- postgres
- mongodb
- redux toolkit
- framer motion
- vite
- next.js
- react
- react native
- typescript
- tailwind
- node.js
- graphql
- postgres
- mongodb
- redux toolkit
- framer motion
- vite
- langchain
- langgraph
- vercel ai sdk
- openai
- anthropic claude
- gemini
- hugging face
- pinecone
- qdrant
- chromadb
- mcp
- rag
- evals
- langchain
- langgraph
- vercel ai sdk
- openai
- anthropic claude
- gemini
- hugging face
- pinecone
- qdrant
- chromadb
- mcp
- rag
- evals
$cat capabilities.json
what i actually build
LLMs in production — not in slide decks
The day-to-day surface area: where I spend my engineering energy and what I can ship for your team.
◈/01
RAG systems
Chunking strategies, embeddings, hybrid search, re-rankers, citation UX — production retrieval that doesn't hallucinate.
embeddingspineconeqdrant
◇/02
AI agents
Tool-use, multi-step reasoning, LangGraph state machines, human-in-the-loop checkpoints, parallel sub-agents.
langgraphtool-usesupervisors
▲/03
Streaming chat UIs
Vercel AI SDK, RSC, generative UI streamed from tool calls, optimistic updates, token-by-token rendering.
vercel ai sdkrscgen-ui
❒/04
MCP integrations
Model Context Protocol servers, custom tools for Claude and agents, secure scoped capabilities.
mcpclaudetools
≋/05
Context engineering
Token budgeting, context windows, memory, eval-driven iteration — making models behave at scale.
evalsmemoryprompts
◉/06
Frontend at speed
Next.js + React Native, accessible components, sharp typography, animation-first interactions.
next.jsreact nativetailwind
$ls -la projects/
selected work
Things I've shipped, not slidedecks
A glimpse — full archive lives on /projects.
Woofmeets
/01Pet-service marketplace linking owners with dependable providers. Owned UX & booking flow end-to-end at SDE II.
Next.jsTypeScriptGraphQLTailwind
↗ woofmeets.comQlearn
/02Learning platform with paid + free courses by top professionals — closing the upskilling gap for engineers and students.
ReactRedux ToolkitTailwind
↗ ourprofessors.comFinanion
/03All-in-one personal finance dashboard — insurance, investments, goals, loans, and planning in a single view.
Next.jsTailwindCharts
↗ launching soon 🚀Career Compass
/04React Native job-finder app. Browse listings, read detailed descriptions, and apply in a clean cross-platform mobile flow.
React NativeExpo
↗ github / source$cat blog/*.md | head
thinking out loud
Latest writing
Notes on frontend, AI engineering, and shipping things that matter.
System Design for Frontend Developers
Frontend development may seem worlds apart from system design, but a comprehensive understanding of system architecture is crucial.
Strategies for Business Transformation and Accelerating Growth
Running your own business isn’t easy. You’re spinning plates from sunup to sundown, leading your team one moment and knee-deep in marketing strategy the next.
Navigating Old Code Bases with a Frontend Developer's Perspective
After 3.5 years in the frontend development game, I've danced through quite a spectrum of code bases.
// currently exploring
- ▸Eval-driven AI — Braintrust, Langfuse, custom eval harnesses
- ▸Multi-agent orch — handoffs, supervisors, parallel LangGraph
- ▸Generative UI — streaming React components from tool calls
- ▸On-device inference — WebGPU + Transformers.js
// open to collaborate
Building with AI on the web?
RAG over your data, agentic workflows, streaming chat UIs, MCP tools. Drop a message and let's see if we can ship something together.