My product, in development
Glance
A voice and visual explainer for Claude Code: replies rendered beside the terminal, read aloud, diagrams drawn as it speaks.
- Swift
- AppKit
- WebKit
- three.js
- Next.js
I'm Gobinda, a senior software engineer who designs, builds and ships products end to end, now with AI at the core.
- React
- Next.js
- TypeScript
- JavaScript
- Node.js
- Vite
- Webpack
- pnpm
- Jest
- Testing Library
- Sentry
- Tag Manager
- Tailwind
- three.js
- Git
- ESLint
- Prettier
0+
years shipping products, frontend to backend
0.0%
fewer search worker restarts in production, 3,901 to 89
0+
Web Vitals score, up from under 10 at BitClass
0%
fewer API calls after reworking state and fetching
I own the whole loop.
At AptEdge I don't stop at the edges of a ticket. I talk to customers, shape what we build, design it, build it, and look after it in production.
Customers
On calls with customers: hearing the problem first-hand, debugging their issues, and closing the loop when the fix ships.
at AptEdge
Customer to code, and back
Redesigning AptEdge, screen by screen.
I redesigned and rebuilt AptEdge's product (the AI search, the answers, the integrations and the way in) and its website, aptedge.io. Drag across each screen to compare the old with the new, and scroll the website pages top to bottom.
BeforedragAfter
AI search across every connected source: one question, answered from tickets, articles, edges and docs.
New, AI-powered
Knowledge gap detection
It reads closed tickets, checks each one against the articles and docs that exist, and clusters what's left into recurring issues. One article per cluster can close dozens of tickets at once.
AI that ships, not demos.
By day I work at AptEdge, which builds AI agents for B2B technical support. On my own time I build Glance, a voice explainer for Claude Code. Here's its pipeline.
Claude Code
live session
Transcript watcher
hooks and file events
Speakable text
markdown to speech
Neural voice
on device, Core ML
Orb and diagrams
drawn as it speaks
Claude Code
live session
Transcript watcher
hooks and file events
Speakable text
markdown to speech
Neural voice
on device, Core ML
Orb and diagrams
drawn as it speaks
Cloud voices (ElevenLabs, MiniMax) slot in at the voice stage, fetched one paragraph ahead, with the on-device voice as the fallback.
LLM-native product
Glance follows live Claude Code sessions, renders each streamed reply as it lands, and lets you ask Claude about a selection right in the editor.
Agents in the loop
A headless Claude Code runs in auto mode when no terminal session exists. Next: drafting pull requests and fixing review comments with Claude.
Voice AI, on device
A neural voice (Kokoro-82M through Core ML) speaks every reply offline, with ElevenLabs or MiniMax as a cloud option that fetches one paragraph ahead.
AI-native engineering
Specs, plans, reviews and parallel agents are part of how I ship, with the judgment to know when the model is wrong.
Case studies
Problems I dug into, with the numbers.
- 0.0%
fewer worker restarts in production
AptEdge · Oct 2026
Search worker restarts
Search workers restarted every few minutes for five years, because health checks were aging them out. One hook stopped it.
- Python
- Gunicorn
- Kubernetes
- Production debugging
- 0.0×
faster frontend builds in CI, 12.3 to 3.3 minutes
AptEdge · Mar 2026
webpack to Vite
I moved the frontend from webpack to Vite on my own. CI builds got 3.7× faster, and the JavaScript the app loads up front fell 80%.
- Vite
- React 19
- MUI 7
- Tailwind
- Build tooling
- $0k+
a year saved moving aptedge.io off WordPress
AptEdge · 2026
aptedge.io, off WordPress
I designed and rebuilt AptEdge's website in Next.js and moved it off WordPress, saving more than $30k a year in hosting, plugin licences and agency fees.
- Next.js
- TypeScript
- Design
- WordPress migration
- Cost
- $0k
a year in crawler runs, down to cents a run
AptEdge · 2025
Crawler to API
A crawler scraped one customer's articles for $10 and a couple of hours a run, three times a day. Calling their API with the login they'd shared cut each run to minutes and cents.
- Data ingestion
- APIs
- Rate limiting
- Apify
- Cost
Selected work
My product, in development
Glance
A voice and visual explainer for Claude Code: replies rendered beside the terminal, read aloud, diagrams drawn as it speaks.
- Swift
- AppKit
- WebKit
- three.js
- Next.js
My product
Slackit
Review, manage and ship pull requests without leaving Slack. Approvals, changes and merges sync both ways with GitHub; reply, assign reviewers and approve right in the thread.
- Slack app
- GitHub
- Two-way sync
- Developer tools
My game, in development
Dragonfall
A text-based MMORPG in the spirit of classic mobile RPGs. Four classes, turn-based elemental combat with pets, PvP arena, clans, dungeons, a player marketplace and live global chat.
- TypeScript
- React
- Fastify
- WebSocket
- SQLite
- Game design
AptEdge
AptEdge website
The new site for AptEdge's AI support engineer, moved from WordPress to Next.js and more than $30k a year cheaper to run. A live multi-hop investigation demo and a 3D knowledge-graph hero.
- Next.js
- TypeScript
- Design
- Motion
- 3D
- WordPress migration
BitClass
From under 10 to 90+
Rebuilt a slow React app as typed Next.js, then chased every render and request. About 40% fewer API calls along the way.
- Next.js
- TypeScript
- Web Vitals
- Sentry
4.7
Google Play, 100+ downloads
Founder
Bozar
A grocery delivery app for local shops. I built it, shipped it, onboarded the vendors, and sold it to a local business owner.
- Mobile
- Product
- Exit
- Restaurants
- Pharmacies
- Manufacturers
- Distributors
- Hotels
- News portals
- E-commerce
- Schools
Pinakin Infotech
POS and inventory
Point of sale and stock systems for businesses across retail and hospitality, plus a school website I ran for three years.
- POS
- Inventory
- Team lead
Where I've worked
Mar 2022 - Present
AptEdge
Senior Software Engineer
AptEdge builds AI agents for B2B technical support. I own features end to end: talking with customers, shaping the product, designing the UI, and building it front to back.
- Redesigned and rebuilt the core app (AI search, answers, integrations, sign-in) and shipped AI knowledge gap detection.
- Designed and built the new company website, aptedge.io, moving it from WordPress to Next.js: more than $30k a year saved in hosting, plugin licences and agency fees, and a home page 86% lighter (3.9 MB to 0.53 MB) with server response down from 1.1s to 25ms.
- Work directly with customers: hear the problem first-hand, debug their issues, and close the loop when it ships.
- Shape the product with the team: scope, priorities and specs, turned from customer feedback into the roadmap.
- Design the interfaces I build, and keep them consistent through shared UI libraries.
- Fixed a five-year-old bug that restarted search workers every few minutes: in production, restarts fell 97.7%, from 3,901 to 89 over 26 hours.
- Moved the frontend from webpack to Vite on my own, with React 19, MUI 7 and Tailwind: CI builds went from 12.3 to 3.3 minutes, and the JavaScript the app loads up front fell 80%.
- Replaced a $10-a-run scraping crawler with direct API ingestion: runs went from a couple of hours to a few minutes, cutting about $11k a year in crawler costs.
- Drove performance work across rendering, state and data fetching.
- Mentor and reviewer: performance, architecture and best practice across the team.
- Product
- Design
- Customers
- React
- TypeScript
- Python
- Kubernetes
Feb 2021 - Mar 2022
BitClass
Frontend Engineer
Took a slow React app to a fast, typed Next.js codebase.
- Raised the Google Web Vitals score from under 10 to over 90.
- Led the migration from React to Next.js with TypeScript.
- Cut API calls by about 40% with debouncing, event delegation and better state handling.
- Wired up Sentry for production errors and MoEngage through Google Tag Manager.
- Next.js
- Web Vitals
- Migration
- Sentry
- GTM
Dec 2019 - Jan 2021
Bozar
Founder & CEO
Built a grocery delivery app for local businesses, from first commit to exit.
- Shipped to the Play Store: 100+ downloads and a 4.7 star rating.
- Owned the whole lifecycle: building, deploying, vendor onboarding and iteration.
- Sold the product to a local business owner.
- Mobile
- Product
- Founder
Jul 2016 - Jan 2020
Pinakin Infotech
Co-Founder
Ran engineering teams delivering software for clients across retail and hospitality.
- Built inventory and POS systems for restaurants, pharmacies, manufacturers and distributors.
- Developed and maintained the Kendriya Vidyalaya Nagaon website for over three years.
- Delivered e-commerce platforms, mobile apps, hotel management software and news portals.
- POS
- Inventory
- E-commerce
- Team lead
2018 - 2021
Master of Computer Applications
Adamas University
2015 - 2018
Bachelor of Computer Applications
Gauhati University
The toolkit
Deep in the frontend, comfortable across the stack, and the one who reviews the pull request.
Speaks English, Hindi, Bengali and Assamese.
AI
- LLM products
- Claude Code & agents
- Streaming UIs
- On-device ML (Core ML)
- Text to speech
- Dictation
- AI-assisted engineering
Frontend
- React
- Next.js
- TypeScript
- JavaScript (ES6+)
- HTML5
- CSS3
Performance
- Web Vitals
- Lighthouse
- Bundle reduction
- Code splitting
Architecture
- Frontend architecture
- Modular systems
- Monorepos
- SOLID
Tooling
- Vite
- Webpack
- pnpm
- Git
- ESLint
- Prettier
Testing
- Jest
- React Testing Library
- Playwright
Monitoring
- Sentry
- Google Tag Manager
- MoEngage
Backend & infra
- Python
- Gunicorn
- Node.js
- REST APIs
- Kubernetes
- Git internals
- AWS (EC2, S3, CloudFront)
Leadership
- Technical ownership
- Mentorship
- Code reviews
- Cross-functional work
Let's build something fast.
Open to senior frontend and full-stack roles, and to the occasional product worth building. Bangalore, India.