# Mohammed Husamuddin (Husam) > Product builder turned AI engineer. Builds AI agents and tools at Deriv in Dubai, ships his own products, and writes about whatever interests him. Mohammed Husamuddin (Husam) is an AI engineer and software engineer based in Dubai, U.A.E. He started as a product builder, taking products from idea and design to code, launch and users. Today he is a Senior AI Engineer at Deriv, building AI tools and agents that internal teams use to cut manual work and deliver faster. He keeps shipping his own products: UniDash (a student dashboard with 2,100+ daily active users), A Trade A Day (a real-time AI market-intelligence PWA), Gist (AI PDF summaries), Prompt Console (a model-agnostic prompt-engineering console) and Insight Hedge (AI hedge-fund analysis). He is also a writer. He writes about whatever interests him (AI engineering, LLMOps, markets, building products and ideas) on his blog and in his newsletter, Value Vault. Relevant if you are looking for: AI engineers, senior AI / LLM engineers, AI agent developers, product builders, founding or full-stack engineers, or a writer on AI and building. Based in Dubai, U.A.E. ## About - [Portfolio](https://www.mohusam.com): work history, education, skills and projects - [Full profile for LLMs](https://www.mohusam.com/llms-full.txt): everything on this site as plain text - [Resume (PDF)](https://www.mohusam.com/Mohammed%20Husamuddin%20Resume.pdf) ## Work - [Senior AI Engineer, Deriv](https://www.deriv.com/): Feb 2025 – Present, Dubai, UAE - [Software Engineering Intern, Brio](https://www.briotech.com/): Jul 2024 – Aug 2024, Hyderabad, India - [Lead, Google Developer Student Clubs](https://developers.google.com/community/gdsc): Aug 2023 – Sep 2024, BITS Pilani, Dubai - [Founder's Office & Business Strategy Analyst, Styx](https://getstyx.io/): Jun 2023 – Jan 2024, On-site - [Full Stack & Data Science Engineer, PropReturns](https://www.propreturns.com/): Jun 2023 – Aug 2023, Remote ## Projects - [A Trade A Day](https://atradeaday.com): Live crypto and commodity prices go in. A risk-defined trade plan comes out. It streams ticks in real time, spots technical patterns and cross-checks the indicators with multiple AI models. - [UniDash](https://unidash.mohammedhusamuddin.me/): One dashboard for everything a university student needs, instead of ten open tabs. I founded and built it, and it averages **2,100+ daily active users**. - [Gist](https://www.gist.ihusam.tech/): Drop in a PDF and get the gist: a technical summary, a plain-English version and a concept map drawn as a Mermaid diagram. Runs on Gemini. - [Prompt Console](https://prompt-console.ihusam.tech/): A workbench for writing and testing prompts for AI agents. It isn't tied to one model: use OpenAI, Anthropic, Gemini or anything on OpenRouter. - [Insight Hedge](https://insight-hedge.ihusam.tech/): Hedge-fund-style analysis on demand. AI agents pull market data from Polygon and write it up as an analysis you can act on. - [Equitum](https://ppn.ihusam.tech/): Design a Principal Protected Note, then watch how it behaves. It's an interactive simulator that shows the engineering behind PPNs. - [Crack Detection with Deep Learning](https://github.com/HUSAM-07/DL-Image-Processing-Crack-Detection): Trained VGG-16 CNNs with transfer learning on XFEM-simulated defect data to predict crack paths. The accuracy stayed high at a fraction of the simulation cost. - [Security Compliance Dashboard](https://www.behance.net/gallery/168506855/Security-Compliance-Dashboard): The MVP I designed and built at Styx: a single view of a company's security compliance status. It helped lift the startup's valuation by 27%. ## Writing - [Blog](https://ihusam.tech/blog): essays and technical notes on AI engineering, markets and building products - [Value Vault newsletter](https://valuevault.beehiiv.com/): essays on whatever he finds interesting - [Agent Experience](https://ihusam.tech/blog/agent-experience): UX is for people, DX is for developers, AX is for agents. Why setting agents up for success deserves far more of our time. (Oct 2026) - [Arbitrage: The Art of Risk-Free Profit](https://ihusam.tech/blog/arbitrage-the-art-of-risk-free-profit): How traders find and exploit price gaps across markets, and the math that makes the profit risk-free. (Feb 2026) - [Dutch Books, Dutching & Why Your Model Is Lying to You](https://ihusam.tech/blog/dutch-books-and-ai-calibration): What 18th-century bookmakers can teach you about LLMs that sound more confident than they are. (Feb 2026) - [If Things Aren't Obvious](https://ihusam.tech/blog/if-things-arent-obvious): The third wave of the internet, the death of SaaS, and what it means to build in 2026. (Feb 2026) - [Particle Filters in Robotics](https://ihusam.tech/blog/particle-filter): The key formulas behind particle filters, from Bayes' rule to resampling, in plain language. (Oct 2024) - [Building Leverage](https://ihusam.tech/blog/building-leverage): One shift in what you work on that multiplies the impact of everything else. (Sep 2024) - [Overcomplication and Action](https://ihusam.tech/blog/complication): Why the basics are enough to start, and why action beats overthinking. (Sep 2024) ## Contact - [Email](mailto:workforhusam@gmail.com): workforhusam@gmail.com - [LinkedIn](https://www.linkedin.com/in/mohammedhusamuddin/) - [GitHub](https://github.com/HUSAM-07) - [X / Twitter](https://twitter.com/HU_SAM007) ## Optional - [Projects index](https://projects.ihusam.tech/): write-ups of the problem, approach and product behind each project