Ibrahim

Professional Freelancer

Fiverr • ZZP

Dec 2024 - Present • 1 yr 7 mos

Built a production multi-tenant RAG content platform for multiple B2B clients, with a React and TipTap editor on the front, an async FastAPI backend, and a full vector ingestion pipeline covering pre-processing, chunking, and embedding into ChromaDB. Cut client content production cycles by around 60% compared to their previous manual process. · Wrote an AI-driven review scoring engine that evaluated user-submitted Google Maps entity reviews against client defined rule sets and returned structured sentiment assessments per entity. The system handled hundreds of reviews per batch at sub-second per-review speed. · Designed a 4-stage multi-agent pipeline (Evaluator Jury, Arbiter, Refiner, Scorer) built to resist sycophantic outputs, with a Mandate Generation module that generated custom dimension-based mandates to steer the Refiner. Noticeably cut the number of revision cycles needed across pipeline versions. · Added a Job State Recorder layer that captured and saved the full execution context for every pipeline run at each agent iteration. Gave the team proper traceability and cut average debugging time by around 70% over unstructured logging. · Built the EurekaGainScore feedback loop, a scoring layer that tracked content quality across versioned pipeline releases so improvements could be measured rather than guessed. · Shipped 6+ production TypeScript projects across separate client engagements using React, Next.js, Vite, and Express. Projects included an offline audio transcriber using Whisper and Web Workers, a PDF form filler with pdf-lib, and an image editor powered by Sharp. · Consulted for clients on existing projects, reviewing their codebases to surface critical issues around architecture, security, and reliability before they caused real problems. · Picked up several vibe-coded projects that had been shipped without production-grade foundations and properly re arced them. · Kept on retainer for post-launch maintenance across all shipped products.

Fullstack Software Engineer

Squibler • Fulltime

Sep 2024 - Dec 2024 • 3 mos

At Squibler, I worked as a full stack engineer on AI, Django, and Angular. I developed custom modules related to WYSIWYG editors, along with parsing pipelines.

Software Engineer

Technogenics • Fulltime

Jul 2022 - Jul 2024 • 2 yrs

At this organization, I was responsible for managing assets, vulnerabilities, designing and developing custom connector-APIs, WYSIWYG tools in a K8s cluster as a full-stack engineer