Building TalentMind: An AI-Native Recruitment Platform with Node.js, MongoDB, and LLMs
Jul 1, 2026·12 min read
Mignot
Dansa.
software engineer / full-stack / ai systems
· React· Node.js· TypeScript· Python· FastAPI· PostgreSQL· Docker· Supabase· Next.js· MongoDB· React Native· REST APIs· OpenAI API· Socket.IO· OAuth· React· Node.js· TypeScript· Python· FastAPI· PostgreSQL· Docker· Supabase· Next.js· MongoDB· React Native· REST APIs· OpenAI API· Socket.IO· OAuth
01 — About
$ whoami
— software engineer
$ cat ./stack
— react · node.js · python · typescript
$ echo $status
— open to work
Software Engineer with experience building full-stack web and mobile applications, backend services, and AI-assisted solutions. Proficient in React, Next.js, Node.js, TypeScript, and Python, with hands-on experience developing scalable systems, designing REST APIs, and delivering production-ready applications.
Full-Stack Web Development
End-to-end web applications from database design to responsive UI, built for performance and maintainability.
Backend & API Engineering
Scalable REST APIs, authentication systems, and server-side logic using Node.js, FastAPI, and PostgreSQL.
Mobile Development
Cross-platform mobile apps with React Native and Expo, including offline-first architecture and real-time sync.
AI Integration
Practical AI assisted features, including adaptive recommendation logic, readiness scoring, and serverless AI functions, integrated into production systems.
02 — Education
Adama Science and Technology University (ASTU)
BSc Computer Science and Engineering
Jun 2026·Adama, Ethiopia
03 — Experience
AI Coding Trainer – TypeScript
01/2026 – 04/2026·Miami, Florida, United States
- –Evaluated AI-generated full-stack TypeScript and React code for quality, correctness, and maintainability.
- –Created prompts to generate features, bug fixes, and production-ready code using Claude-based tools.
- –Compared outputs from multiple AI models and assessed scalability, edge-case handling, and best practices.
- –Applied structured evaluation guidelines to ensure consistent, high-quality model performance.
04 — Projects
Quorum
Featured Project
Quorum
Community Platform & Content Management System
A production-grade community platform with blogging, discussions, role-based access control, and AI-assisted content moderation.
Node.js·Express.js·MongoDB·EJS·JWT·Docker
Mobile
Nuvos
AI-Powered Fitness Coach
A mobile fitness application that adapts training, nutrition, and recovery plans daily based on computed readiness scores.
TypeScriptReact NativeExpo
Blockchain
EduChain Ethiopia
Blockchain Academic Credential Verification
A tamper-proof credential platform anchoring certificate fingerprints on-chain for instant public verification.
TypeScriptReact.jsSolidity
Full-Stack
LibTrack
Full-Stack Library Management System
A full-stack library management system with role-based access control, JWT authentication, and book borrowing workflows.
JavaSpring BootReact
AI/ML
TalentMind
AI-Powered Recruitment Platform
An AI-native recruitment platform that automates resume screening, conversational AI interviews, candidate evaluation, hiring workflows, and recruitment pipeline management.
Node.jsExpress.jsMongoDB
05 — Skills
Languages
JavaScript·TypeScript·Python·SQL·Java
Frontend
React.js·Next.js·React Native·HTML5·CSS3·Tailwind CSS
Backend
Node.js·Express.js·NestJS·FastAPI
Databases
PostgreSQL·MongoDB·MySQL·Supabase
DevOps & Tools
Git·Docker·CI/CD·Linux·Postman
AI & Integrations
OpenAI API·LLM Integration·OpenCV·REST APIs·OAuth·Socket.IO
07 — Contact
Let's Work
Together.
→ Open to full-time roles
→ Available for freelance
→ Always up for interesting problems