Skip to content
Idrees Kamal
Open to applied AI roles

I ship AI into real businesses.

AI & Automation Engineer at JDA TSG. Before that I founded Kavalier, where the AI tool I built drove most of our sales. Northwestern CS. Open to applied AI engineering roles.

ikamal97@gmail.com · Chicago, working remote

Work

The Kavalier AI lookbook: three outfit looks generated for one client
Lookbook output for one client

AI lookbook

Kavalier · Founder · 2025

Clients couldn’t picture a custom suit from a fabric swatch. I built an app that takes their photo and style profile and shows them in outfits we could actually make. Most clients used it, and it drove the majority of our sales.

React · TypeScript · Express · Gemini API · Playwright
Local Dictation on macOS: a dictated sentence appears in a text editor with an Inserted confirmation below
Hold fn, talk, release · Actual app

Local Dictation

Independent build · 2026 · Open source

My cloud dictation app took a second or two to start listening. I built an on-device replacement for macOS: hold fn, talk, release, and cleaned-up text lands at the cursor about 250 ms later. Speech recognition runs on the Neural Engine; cleanup is a 1.2B model I fine-tuned on my own dictation. Nothing leaves the Mac.

Swift · CoreML · llama.cpp · MLX LoRA fine-tuning · Accessibility APIs
Sales coaching prototype showing a transcript-linked observation, a next-step practice, and the save-plan action using synthetic demo data
Actual demo prototype · Synthetic data

Sales coaching review

Demo built for Owner · 2026

I built a sales coaching demo for Owner: review 150 sales calls, find recurring gaps across four skills, and trace suggestions to the exact transcript line. In the prototype, a manager can choose a practice and save it to a rep’s plan. It was not adopted or used by a team.

Node.js · OpenAI Responses API · Structured output · Quote verification
Illustrated HR integration with create, update, deactivate, and reactivate paths, exception routing, and destination verification
Four lifecycle paths with verification · Illustration

HR lifecycle integration

JDA TSG · 2026 · In production

Employee changes weren’t syncing cleanly between HR and performance systems. I built the production integration: four lifecycle paths, identity matching, exception routing, canary rollouts, and a readback after every write. Corrections verified across hundreds of employee records.

Make · REST APIs · Reconciliation

Also shipped

Experience

  • 2026 – nowJDA TSGAI & Automation Engineer
  • 2026 – nowDevlosCo-founder · AI services for insurance agencies
  • 2024 – 2025KavalierFounder
  • 2022 – 2024Vicegerent Custom ClothiersBusiness Operations Analyst
  • 2022Oliver WymanSenior Consultant
  • 2020 – 2022Deloitte ConsultingBusiness Technology Analyst
  • 2017 – 2020Northwestern UniversityB.S. Computer Science

Contact

Hiring for an applied AI role?