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Technical Writing & Research

Engineering Blog

Deep dives into AI engineering, multi-agent systems, full-stack architecture, MLOps, and real-world software execution.

Showing 11 Articles
Joining Revcloud: Building Enterprise AI Products & Multi-Agent Workflows
AI Engineering
4 min readJul 1, 2026

Joining Revcloud: Building Enterprise AI Products & Multi-Agent Workflows

Starting a new chapter as AI Engineer at Revcloud, building at the intersection of LLMs, agentic workflows, and cloud infrastructure.

#AIEngineer#Revcloud#LLMs#RAG
Sameer Bagul
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Building JalSakhi: Architectural Deep Dive into an AI-Powered Water Intelligence System
AI & MLOps
7 min readFeb 15, 2026

Building JalSakhi: Architectural Deep Dive into an AI-Powered Water Intelligence System

How 4 engineers built an AI-powered water intelligence system for rural India, winning Top 5000 out of 1 Crore registrants at Bharat Mandapam.

#AI#MLOps#FastAPI#Llama 3.1
Sameer Bagul
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Building create-mern-auth: An Open-Source CLI to Eliminate Auth Boilerplate
Open Source
5 min readJan 20, 2026

Building create-mern-auth: An Open-Source CLI to Eliminate Auth Boilerplate

Tired of setting up JWT, OTPs, and auth routes for every new project? Here's how I built and published create-mern-auth to npm.

#OpenSource#NPM#Node.js#MERN
Sameer Bagul
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Turning Failed Client Work into a Multi-Tenant SaaS Platform
SaaS Development
6 min readDec 10, 2025

Turning Failed Client Work into a Multi-Tenant SaaS Platform

When a client defaulted on payment for a custom billing system, I pivoted the codebase into a launch-ready material inventory SaaS.

#SaaS#Billing#Inventory#MERN
Sameer Bagul
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Building Autonomous AI: Multi-Objective Curriculum Learning Engine
Artificial Intelligence
7 min readNov 25, 2025

Building Autonomous AI: Multi-Objective Curriculum Learning Engine

How we built a self-organizing dual-agent AI system that dynamically generates its own syllabus using PPO and Meta-Learning.

#AI#PyTorch#PPO#ReinforcementLearning
Sameer Bagul
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Winning National Hackathons: Agentic AI in Career Guidance & Adaptive Assessment
AI Architecture
5 min readOct 15, 2025

Winning National Hackathons: Agentic AI in Career Guidance & Adaptive Assessment

Designing an AI-powered career assessment engine that secured 1st Place at InnovateYou & National Level Virtual Hackathons.

#AgenticAI#CareerGuidance#EdTech#React
Sameer Bagul
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Building Production Startups: Labscheck & WyseReports Engineering Insights
Startups & Engineering
6 min readSep 1, 2025

Building Production Startups: Labscheck & WyseReports Engineering Insights

Lessons from developing medical lab aggregator platforms with MERN & FastAPI, and building web scraping market intelligence at WyseReports.

#FastAPI#MERN#Nginx#Startup
Sameer Bagul
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Top 5 in India at Smart India Hackathon: Building an AI Employment & Upskilling Platform
System Design
6 min readDec 20, 2024

Top 5 in India at Smart India Hackathon: Building an AI Employment & Upskilling Platform

36 hours of non-stop coding in 4-degree Jalandhar weather at SIH 2024 Grand Finale to build an AI job-matching engine.

#SIH2024#SystemDesign#Django#MERN
Sameer Bagul
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From Student to Tech Lead: Mentoring 200+ Developers at APP Club
Career & Leadership
5 min readNov 10, 2024

From Student to Tech Lead: Mentoring 200+ Developers at APP Club

Lessons learned serving as Tech Lead & Advisor at APP Club MCOE, mentoring 200+ students, and fostering a community of builders.

#Leadership#Mentorship#Community#FullStack
Sameer Bagul
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Engineering High-Performance Web Apps: Isha Home Stay & Pratham Agro
Frontend
5 min readAug 15, 2024

Engineering High-Performance Web Apps: Isha Home Stay & Pratham Agro

Building production Next.js + TypeScript web platforms with fast Core Web Vitals, direct mail routing, and custom UI components.

#Next.js#TypeScript#Tailwind#Shadcn
Sameer Bagul
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Mastering UI/UX Design for Engineers: From Figma Tokens to Production React Code
UI/UX Design
4 min readJul 10, 2024

Mastering UI/UX Design for Engineers: From Figma Tokens to Production React Code

How mastering Figma design systems, auto-layouts, and prototyping elevates full-stack software development.

#Figma#UIUX#DesignSystem#React
Sameer Bagul
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