Experiences

Rehani Soko LLC

Apr 2023 – Present

Position: Software Developer (Full-Time since Nov 2024; Contract Apr 2023 – Oct 2024)

Location: Remote (Washington D.C., United States)

Key Contributions:

  • Build and run the LLM side of the platform. Requests route across Anthropic and OpenAI model tiers depending on what the task actually needs, and I count tokens with tiktoken so I know what each feature costs to run.
  • Built a content pipeline that checks its own work. A critic model scores every generated draft, rejects the weak ones, and sends them back to be regenerated before anything publishes. That took manual review out of the loop entirely.
  • Shipped the WhatsApp and web assistants. They keep a long-term profile of each user's preferences, pulled out of past conversations and merged over time, and handle voice through Whisper and TTS.
  • Built semantic matching on embeddings, and an underwriting service where the model has to return structured output that passes schema validation before anything downstream will touch it.
  • Wrote the scrapers and cleaning pipeline behind all of it, roughly 50,000 listings a month. Reliability improved about 35% after the consistency checks went in.
  • Also lead feature work on the Vue.js and Django platform, and built the React/Vite admin panel the content team uses.

Lovum Group

Jan 2024 – Dec 2025

Position: Software Engineer (Part-Time, Contract)

Location: Remote (United States)

Key Contributions:

  • Worked on two of their products, EduEssential and Waridi, a learning platform and a healthcare one.
  • Built the Next.js frontends and the Python APIs behind them, and worked on getting both to scale.
  • Wired up the backend integrations behind their AI-driven personalisation features.

Agent Arc

Jan 2025 – Jul 2025

Position: Frontend Lead Developer

Location: Remote (Singapore)

Key Contributions:

  • Led the frontend for Agent Arc, a non-custodial AI trading terminal on Solana, and wired the AI/ML trading APIs into the execution flow.
  • Built the Privy login and token auth flow, which got the first 100+ users through signup without a seed phrase.
  • Integrated the staking contracts so fees are handled on-chain, talking to them through their ABIs.
  • Project won 🏆 3rd Prize in the AI Track ($15,000) at the Solana Breakout Hackathon, selected from 8,300+ global submissions.

Algorithm Consulting (Pvt) Ltd

May 2024 – Oct 2024

Position: Junior Developer

Location: Karachi, Pakistan

Key Contributions:

  • Worked on an ASP.NET enterprise platform, mostly new modules and the production bug queue.
  • Spent a lot of it pairing with senior engineers on query performance and release stability.

CrossWing Inc.

Mar 2023 – Nov 2023

Position: Full Stack Developer

Location: Remote (Ontario, Canada)

Key Contributions:

  • Built and maintained the React.js web apps that sat on top of their robotics products.
  • Collaborated with the AI/ML engineers and product managers on features connecting the hardware to the web side.

My AskAI

Dec 2022 – Jan 2023

Position: Backend Developer

Key Contributions:

  • Built an OpenAI model-trainer API validator in Node.js, so bad data got caught before it reached the training pipeline.

Profecia Links

May 2022 – Aug 2022

Position: Software Engineer Grade A1

Location: Remote (Abu Dhabi, United Arab Emirates)

Key Contributions:

  • Automated client data-extraction workflows with Import.io, which cut out a lot of manual collection.