🚀 DevPath Agent

An Autonomous AI Career Agent for Developers & Students

Submitted for Agentic Arena 2026 · TechVerse Solutions Author: Ch. Satyanand

---

🎯 Problem Statement

Students and early-career developers face a fragmented job search process — juggling resume builders, GitHub reviewers, skill-gap analyzers, and interview prep tools separately. This breaks focus, wastes time, and leaves candidates underprepared for real opportunities.

💡 Proposed Solution

DevPath Agent is an autonomous personal career co-pilot. Instead of answering one question at a time like a typical chatbot, it reasons, plans, and executes a multi-step career analysis the moment a user states their goal.

For example: a user says "I want to become a Machine Learning Engineer" and the agent autonomously analyzes their GitHub, cross-references it against the target role's requirements, and delivers a personalized roadmap — no further prompting required.

✨ Features

• 🐙 GitHub Analyzer — Fetches public repositories via the GitHub REST API and evaluates tech stack, project quality, and developer profile.
• 📄 Resume Analyzer — Parses uploaded PDF resumes, extracts skills, and generates an ATS compatibility score out of 10.
• 🌉 Bridge Plan (core feature) — Cross-references GitHub skills against the target role's requirements and produces a personalized 30-60-90 day roadmap.
• 💬 Career Chat — Open-ended conversational agent for any career, skill, or job-search question.

🧠 Why This Is Truly Agentic

Unlike a simple chatbot, DevPath Agent demonstrates all four pillars of agentic AI:

• 🔍 Reasoning — Understands the user's career goal and breaks it into logical sub-tasks.
• 🗺️ Planning — Decides which tools to call and in what order, without user guidance.
• 🛠️ Tool Use — Autonomously calls the GitHub API, PDF parser, and skills database.
• ⚙️ Autonomy — Completes the full analysis end-to-end from a single input.

🏗️ Architecture

User Input/Goal
      |
LangGraph Agent (LLaMA 3.3 / Groq)
      |
      |-- GitHub Tool (REST API)
      |-- Resume Parser (PyPDF2)
      |-- Skills Database (Role Mapping)
      |
Cross-Reference & Roadmap Generation
      |
Streamlit UI Output

🛠️ Technology Stack

Layer	Technology	Purpose
🧠 AI Brain	LLaMA 3.3 (via Groq API)	Ultra-low latency reasoning and tool orchestration
🔗 Agent Framework	LangChain + LangGraph	Agentic loop management and tool calling
⚙️ Backend	Python	Core application logic
📄 Resume Parsing	PyPDF2	PDF text extraction
🐙 External Data	GitHub REST API	Real-time repository and profile analysis
🎨 Frontend	Streamlit	Interactive multi-tab web interface

🎬 Demo Walkthrough

The app runs as a 4-tab interactive dashboard:

1. 🐙 GitHub Analyzer — paste any username, get an instant developer profile breakdown.
2. 📄 Resume Analyzer — upload a PDF, get skills, job matches, and an ATS score.
3. 🌉 Bridge Plan — combine a GitHub handle with a career goal for a personalized roadmap.
4. 💬 Career Chat — ask any open-ended career question.

⚙️ Getting Started

✅ Prerequisites

• Python 3.10+
• A free Groq API key (https://console.groq.com/keys)

📦 Installation

git clone https://github.com/satyanandh-ai/devpath-agent.git
cd devpath-agent

python -m venv venv
venv\Scripts\activate        # Windows
source venv/bin/activate     # macOS/Linux

pip install langchain langchain-groq langgraph streamlit pypdf2 requests python-dotenv

🔑 Configuration

Create a .env file in the project root:

GROQ_API_KEY=your_groq_api_key_here

▶️ Run the App

streamlit run app.py

The app will open automatically at http://localhost:8501

📂 Project Structure

devpath-agent/
├── app.py              # Streamlit web application (main UI)
├── agent.py            # CLI version of the agent
├── .env                # API keys (not committed)
├── .gitignore
└── README.md

🌍 Expected Impact

Who Benefits	Impact
🎓 Students & Freshers	Get a clear, personalized action plan instead of generic advice
💼 Working Professionals	Identify upskilling needs to switch roles or get promoted
👨‍💻 Developers	Understand how their GitHub profile looks to recruiters in seconds

👤 Author

Ch. Satyanand B.Tech AIML, Andhra Loyola Institute of Engineering & Technology (ALIET), Vijayawada GitHub: https://github.com/satyanandh-ai

---

Built for Agentic Arena 2026 · TechVerse Solutions 🚀