Experiences
Rehani Soko LLC
Apr 2023 – PresentPosition: 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 2025Position: 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 2025Position: 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 2024Position: 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 2023Position: 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 2023Position: 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 2022Position: 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.