Tips, tricks & builds with AI.
I'm Aryaman. I post about AI on Instagram: codex, Claude skills, agents, workflows, and break every trick down into a full guide, right here.

01About
I engineer the bridge between what models can do and what real users actually need.
Currently working as an AI Applications Engineer, I focus on production-grade GenAI, not demos. Fast iteration, clean architecture, and systems designed to evolve as requirements change.
B.Tech from NIT Jalandhar, plus years of freelance work with startups where I learned to balance technical excellence with shipping velocity.
02Selected Work
- 01
WhatsApp AI Pitch Deck Generator
Automates fundraising workflows for startups: chat to deck, end-to-end, on the channel founders already live in.
GenAILangChainWhatsApp API - 02
GenAI Agents & Automation Systems
Production agent workflows on LangChain + OpenAI handling real business logic, not toy demos. Integrate, decide, act.
AgentsRAGOpenAI - 03
Live LMS for Medical Professionals
Full-stack MERN platform with auth, content delivery, and user management at scale, serving practicing clinicians.
MERNScaleAuth - 04
Intelligent Backend Systems
Decision-automation services that reduce manual work and slot seamlessly into existing business processes.
BackendAutomationAPIs
03How I Work
I ask 'what problem does this solve?' before writing a single line of code.
Tight loops, real users in the loop, ship to learn, then harden.
Systems designed to evolve, not break, as requirements change.
User outcomes over model benchmarks. Production over prototypes.
04What Matters
No buzzwordy takes. Every post shows the actual steps, so anyone can rebuild what I made.
Showing up every week matters more than chasing one lucky view count.
If I haven't used it myself to ship something real, it doesn't make the feed.
I read every comment and DM. The conversation is the actual product.
05Let's connect if
- 01
You're building AI products that need to work in production.
- 02
You need someone fluent in both the AI toolkit and software engineering fundamentals.
- 03
You value engineers who think about user impact, not just model performance.
Let's build
something real.
AI engineering, product development, or any project pushing what shipped software can do. I read every message.