AI Development
LLM-powered tools, automation workflows, APIs, n8n, and full-stack systems built around real operator outcomes.
FIELD NOTE / KHI–001
I build AI tools.
I trade markets.
I document the journey.
Indie entrepreneur, AI developer, data analyst, prompt engineer, and trader from Karachi. I build AI-powered products, trade Crypto, Forex, Metals, and Indices, then write the operating notes in public.
Published research 117 posts
Professional practice 7+ years
Repository surface 69+ repos
Field origin Karachi / Global
02OPERATING DOMAINSTHREE COMPOUNDING SURFACES
One builder.
Three connected surfaces.
The range is deliberate. Each discipline strengthens the others when systems, markets, and distribution are treated as one operational practice.
Data & Markets
Financial data, market structure, trading systems, and decision frameworks across Crypto, Forex, Metals, and Indices.
Independent Leverage
Writing, digital products, research operations, and agentic workflows that help focused builders ship in public.
03PROJECT INDEXBUILDING & SHIPPED
Building in public.
Delivering results.
AI products, tools, and research surfaces — from active development to live systems. Every build documented, every result real.
SYS / 001 Building
BondVault
AI-powered fixed-income securities analysis and portfolio management platform. Real-time bond market intelligence, yield analysis, and automated rebalancing.
OPEN CASE FILE ↗
SYS / 002 Building
Future Echo
Talk to your AI-simulated future self 10 years ahead. Get guidance shaped by who you're becoming — your decisions, goals, and trajectory.
OPEN CASE FILE ↗ SYS / 003
Building
Callback OS
AI-powered missed-call recovery SaaS designed so businesses never miss a lead again.
OPEN CASE FILE ↗ SYS / 004
Building
Apex Terminal
AI-powered financial analytics and trading intelligence terminal for Crypto, Forex, Metals, and Indices.
OPEN CASE FILE ↗
SYS / 005 New
ReadMD
A privacy-first, high-fidelity markdown viewer with native support for Mermaid diagrams, KaTeX math, and advanced reading controls.
OPEN CASE FILE ↗
SYS / 006 New
AuraLaTeX
A professional, AI-powered LaTeX editor and compiler built for high-performance scientific writing on the web.
OPEN CASE FILE ↗ 04SIGNAL NOTEBOOK
The research
behind the operator.
118 published notes across AI systems, geopolitics, Crypto, trading mechanics, developer tooling, and the independent builder’s journey.
OPEN THE FULL NOTEBOOK ↗ [ 01 ]
Technology
↗ [ 02 ] DeepSeek Harness Guide: Build an Open-Source, Swappable AI Coding Agent
Master the DeepSeek Harness guide to run your own local AI coding agent. Decouple your developer tools from rigid subscriptions, add custom API backends, and slash compute costs.
Technology
↗ [ 03 ] Escape the Note Graveyard: My Simplified Zettelkasten System for Ideas That Organize Themselves
Master the simplified Zettelkasten system. Turn messy lecture notes into self-organizing knowledge cards using a 10-minute daily routine in Obsidian or Notion.
Crypto & Markets
↗ [ 04 ] How I Built an Automated Forex Trading Bot with AI in MQL5
How to build an automated forex trading bot with AI in MetaTrader 5 MQL5. Covers flip-flop logic, trailing stops, broker safeguards, and GitHub source.
Technology
↗ [ 05 ] How to Claim $4,000 in Free AI API Credits for DeepSeek V3, GLM 5.2 & KIMI K2
Unlock $4,000 in free AI API credits for DeepSeek, GLM 5.2 & Kimi K2. No credit card required. Plug into Cursor or VS Code today!
Technology
↗ [ 06 ] Master AI Agents from Scratch: The Ultimate No-Framework Beginner's Guide
Build a real AI agent from scratch with plain Python and OpenRouter. This no-framework beginner's guide reveals exactly how tool calling and reasoning loops work under the hood.
Technology
↗ I'm Back: On Reclaiming My Groove, and a Question for You
Back after two months. My honest take on geopolitics vs open-source tech, how to stop Big Tech from using your data for AI training, and a question for readers.