Accama Muhammad

Full-Stack Developer & AI Systems Evaluator

I build fast, scalable web applications with Next.js, React, TypeScript, and PostgreSQL, and work on AI evaluation and prompt engineering projects that help improve multimodal and language models.

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Accama Muhammad

About

I'm a Full-Stack Developer based in Abuja, Nigeria. I specialize in building modern web applications using Next.js, React, TypeScript, Tailwind CSS, Prisma, and PostgreSQL.

Alongside web development, I contribute to AI evaluation projects involving multimodal reasoning, prompt engineering, and application testing. Outside software, I'm studying Civil Engineering at Nile University, where analytical thinking and problem-solving complement my development work.

Featured Projects

View all projects
Loopline screenshot
Website

Loopline

May 2026 – June 2026

A full-stack SaaS retention analytics platform. Integrated Calendly, Supabase, and Paystack into an end-to-end demo-to-trial pipeline, with HMAC-verified webhooks confirming payments server-side. Deployed 10+ serverless API routes on Vercel with a fully type-safe, zero-error production build.

Next.jsTypeScriptTailwind CSSPostgreSQLSupabasePaystack
Nile MSSN Events Platform screenshot
Website

Nile MSSN Events Platform

October 2025 – Present

The interactive community events platform for Nile University MSSN, enabling streamlined posting, management, and display of campus events across a full-stack Next.js architecture.

Next.jsPrismaNeon (PostgreSQL)Tailwind CSS
Business Coach screenshot
Website

Business Coach

Client project

A professionally built website for business coaches and consultants, tuned to convert leads into clients.

Next.jsTailwind CSSTypeScript

Work Experience

  1. AfterQuery

    May 2026 – July 2026

    AI Systems & Application Evaluator, Prompt Engineer

    • Architected adversarial VQA datasets using engineering schematics to stress-test multimodal models on domain-specific reasoning.
    • Engineered high-nuance benchmarks with complex distractors to expose flaws in AI visual comprehension and spatial logic.
    • Designed advanced prompts for AI-generated web applications and evaluated functionality, usability, and requirement adherence.

  2. Nile University MSSN

    October 2025 – Present

    Full-Stack Developer

    • Designed, developed, and deployed the university's community Events Platform using Next.js, Prisma, Neon PostgreSQL, and Tailwind CSS.
    • Identified, triaged, and resolved critical codebase bugs to improve platform stability and user experience.

  3. Toloka

    April 2026 – May 2026

    AI Video Evaluator & Content Reviewer

    • Reviewed 50+ AI-generated video assets, identifying rendering artifacts, motion inconsistencies, clipping, and object hallucinations.
    • Maintained evaluation logs and edge-case reports using Google Sheets and Notion.

  4. QualiTrends

    March 2026 – Present

    Civil Engineering Intern

    • Support senior engineers on active construction sites with structural measurements, technical documentation, and QA/QC using AutoCAD, Civil 3D, and Revit.

Activities & Leadership

  1. Nigerian Institution of Civil Engineers — Nile Chapter

    June 2026 – Present

    General Secretary

    • Manage official communications, document meeting minutes, and coordinate administrative operations for the student executive council.
    • Liaise between university administration and a student population of thousands to advocate for campus improvements.

  2. Nile University MSSN

    October 2025 – Current

    Web Development & Events Committee Member

    • Collaborated on the end-to-end design and maintenance of the community platform, including the Events section.
    • Co-organised large-scale campus events, managing logistics, scheduling, and digital promotion.

Tech Stack

Frontend

Next.jsReact.jsTypeScriptJavaScriptTailwindCSSHTML/CSS

Backend

Node.jsPostgreSQLPrismaSQLPython

AI & Evaluation

Prompt EngineeringAI EvaluationDataset AnnotationLLM BenchmarkingLabel StudioELAN

Engineering

MATLABAutoCADCivil 3DRevit

Tools

GitGitHubVS CodeVercelExcel

Languages

EnglishHausa

Certifications

  • Introduction to Large Language Models (LLMs) — Google Cloud
  • Fundamentals of Prompt Engineering — Google Cloud
  • Introduction to Artificial Intelligence — Elements of AI

Education

  1. Nile University of Abuja

    Expected November 2027 · GPA 4.00 / 5.00

    B.Eng in Civil Engineering

Contact

Have a project in mind?

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