LLM Architecture Explained: From Tokens to Text
2026-03-03A practical walkthrough of modern LLM architecture: tokenizer, transformer blocks, attention, training, and inference-time optimization.
改善
About
I like starting from a blank slate and turning it into a finished product. From frontend and backend to deployment, I focus on building software that's practical, usable, and reliable.
Work Experience
Pune · Remote
Linux
Linux Kernel
+3 skills
- Re-architecting the journaling system in an ERP workflow.
- Building and customizing a Linux distro for project requirements.
Pune, Maharashtra, India · Remote
AngularJS
Express.js
- Contributed to development of a Learning Management System (LMS).
- Optimized workflows and core process paths for better efficiency.
Pune, Maharashtra, India · Hybrid
Artificial Intelligence (AI)
Next.js
+2 skills
- Worked on building an AI-SaaS product.
Pune, Maharashtra, India · Remote
- Managed social media operations including creative planning, caption writing, and scheduling.
- Created Canva assets aligned to niche content strategy.
- Selected relevant tags and published content across social channels.
Projects
AI Productivity Software
AI-powered work orchestration platform that extracts tasks from chats and emails, summarizes meetings with transcript + RAG workflows, and centralizes priorities in a dashboard with mindmap visualization and admin controls.
Next.js
Supabase
PostgreSQL
RAG
AI Agents
SAR Narrative Generator with Audit Trail
AI-assisted SAR drafting system for AML workflows with multi-stage LLM validation, strict compliance guardrails, role-based review, and sentence-level traceability for regulator-ready auditability.
React
Node.js
Express
PostgreSQL
LangChain/LangGraph
Real-time Collaborative Editor
A real-time collaborative rich-text editor built with Yjs CRDTs, enabling multiple users to edit shared documents concurrently with low-latency sync, presence awareness, and offline-first persistence.
Yjs
CRDT
Next.js
WebSockets
TipTap
Reimbursement Management System
A multi-tenant expense reimbursement platform with configurable multi-level approval workflows, OCR-based receipt scanning, and built-in currency conversion for global teams.
Odoo
Python
PostgreSQL
OCR
Multi-tenant
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Blogs
Horizontal Scaling in Databases: Part 1 - Read Replicas
2025-12-26How read replicas reduce primary database load, improve read throughput, and what consistency tradeoffs to watch in production.
Skills
Languages
TypeScript
JavaScript
Go
Python
Frontend
React
Next.js
Tailwind CSS
Backend
Node.js
Express
Bun
Data
PostgreSQL
MongoDB
Prisma
Cloud
AWS
Let's work together
Have a project in mind? Let's create something amazing.