TalentLink – AI-Powered Career Coaching & Intelligent Job Matching Platform

Project Overview

TalentLink is an AI-powered career development platform designed to help job seekers assess their professional skills, identify competency gaps, and build personalized learning and career development plans aligned with real job market requirements.

Unlike traditional CV analysis tools, TalentLink aims to provide an intelligent career coaching experience through Generative AI, Retrieval-Augmented Generation (RAG), and Agentic AI workflows.

Core Features

-AI-Powered CV Analysis:** Extract and structure professional information from PDF and DOCX resumes.

- Intelligent Job Matching:** Compare candidate profiles against job descriptions and identify matched, partially matched, and missing skills.

- Career Gap Analysis:** Evaluate candidate readiness using evidence-based skill matching and deterministic scoring.

-AI Career Coaching:** Provide personalized guidance to help candidates understand their skill gaps, prioritize learning goals, and improve their career readiness.

- Personalized Learning Roadmaps:** Generate structured development plans based on missing competencies and available learning resources.

- RAG-Based Knowledge Retrieval:** Retrieve relevant information from curated learning resources and training materials to provide more grounded and context-aware recommendations.

-Agentic AI Architecture:** Apply AI agents and workflow orchestration concepts to support multi-step career assessment, planning, and coaching tasks.

- **Contextual Memory & Planning:** Aim to maintain relevant career context and support continuous, goal-oriented development.

- Privacy-First Processing:** Redact personally identifiable information before sending CV content to external AI services.

- Employer-Candidate Matching (Future Phase):** Enable employers to discover suitable candidates based on verified skills and readiness, subject to candidate consent.

### Technologies & Concepts

- Python & FastAPI

- Generative AI & Large Language Models (LLMs)

- Retrieval-Augmented Generation (RAG)

- Agentic AI & AI Workflows

- Natural Language Processing (NLP)

- Embeddings & Semantic Search

- Structured Data Extraction

- API Integration

- HTML, CSS & JavaScript

My Role

Project concept development, solution architecture, backend development, CV processing, skill-matching algorithms, AI integration, and the design of intelligent career coaching and learning workflows.

Project Vision

To bridge the gap between talent and employment opportunities by transforming traditional job searching into a continuous, intelligent, and personalized career development journey.