You will get smart job-matching platform powered by AI embeddings and NLP scoring
Project details
You will get a production-ready AI-powered job matching platform that automatically ranks job offers based on a candidate's skills, experience, and preferences — using vector embeddings and a multi-criteria scoring engine.
I build full-stack applications with Java/Spring Boot, NestJS, React, and Next.js, deployed on AWS or GCP with CI/CD pipelines. This project leverages OpenAI embeddings, pgvector (PostgreSQL), and an LLM reranking layer to deliver highly relevant job recommendations — not just keyword matching.
What sets this apart from a basic job board: the platform scores each job using cosine similarity, skill overlap (F1 scoring), experience fit, and domain matching — all combined into a weighted final score. Hard filters eliminate incompatible jobs before scoring, and a deduplication layer ensures clean results.
You will receive clean, documented source code, a deployed live demo, and a full architecture diagram. I handle everything from database schema to cloud infrastructure.
I build full-stack applications with Java/Spring Boot, NestJS, React, and Next.js, deployed on AWS or GCP with CI/CD pipelines. This project leverages OpenAI embeddings, pgvector (PostgreSQL), and an LLM reranking layer to deliver highly relevant job recommendations — not just keyword matching.
What sets this apart from a basic job board: the platform scores each job using cosine similarity, skill overlap (F1 scoring), experience fit, and domain matching — all combined into a weighted final score. Hard filters eliminate incompatible jobs before scoring, and a deduplication layer ensures clean results.
You will receive clean, documented source code, a deployed live demo, and a full architecture diagram. I handle everything from database schema to cloud infrastructure.
Programming Languages
JavaScript, TypeScriptCoding Expertise
Cross Browser & Device Compatibility, Performance Optimization, SecurityWhat's included
| Service Tiers |
Starter
$300
|
Standard
$600
|
Advanced
$1,200
|
|---|---|---|---|
| Delivery Time | 14 days | 21 days | 30 days |
Number of Revisions | 2 | 4 | 6 |
Number of Pages | 3 | 6 | 10 |
Design Customization | - | - | |
Content Upload | - | ||
Responsive Design | |||
Source Code |
Optional add-ons
You can add these on the next page.
Additional Revision
+$25Frequently asked questions
About Abdelhakim
Crafting innovative solutions using modern technologies
Paris, France - 6:27 pm local time
What I actually do:
- Full-Stack : I work across the entire stack, from front-end interfaces with React to server-side logic with Node.js, always with a focus on building smooth, intuitive applications.
- Backend & Databases : I design and optimize both SQL and NoSQL databases, and build server-side logic using Django or Flask depending on what the project calls for.
- Cloud : I deploy and architect solutions on AWS and GCP. Whether it's scaling an app, managing infrastructure, or cutting down costs, I'm comfortable navigating both ecosystems.
Steps for completing your project
After purchasing the project, send requirements so Abdelhakim can start the project.
Delivery time starts when Abdelhakim receives requirements from you.
Abdelhakim works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery & Architecture
Analyze client requirements, define data models, design system architecture and API contracts
Backend & AI Pipeline
Build NestJS backend, integrate OpenAI embeddings, set up pgvector search and scoring engine