Engineers Clinic
IntermediateSoftware trackAID-ARTIFI-P05

AI Sales Lead Scoring for CRM

Build AI Sales Lead Scoring for CRM end to end using Python, LangGraph, LLM API, vector DB, FastAPI. Ten guided workspace steps take you from requirements to a deployed, AI-graded deliverable. Submit: GitHub repo + live demo/Colab + README + metrics report.

AI, Data & AnalyticsArtificial Intelligence
10 Guided Steps120h Internship TierSubmit: GitHub repo + live demo/Colab + README + metrics reportVerified CertificateAI Rubric Graded
Core Tech Stack:PythonFastAPILangGraphLLM APIvector DB
Program Overview

Build AI Sales Lead Scoring for CRM end to end using Python, LangGraph, LLM API, vector DB, FastAPI. Ten guided workspace steps take you from requirements to a deployed, AI-graded deliverable. Submit: GitHub repo + live demo/Colab + README + metrics report.

What you submit

GitHub repo + live demo/Colab + README + metrics report

Stack: Python, LangGraph, LLM API, vector DB, FastAPI

How it is graded

Signals: Repo builds & tests pass; metric threshold; deployment reachable; README; commits

  • Functionality & requirements30
  • Technical quality & architecture25
  • Documentation15
  • Deployment & evidence15
  • Innovation10
  • Presentation5

Pass 60% · Merit 75% · Distinction 90%

Learning Outcomes
Graded on: Repo builds & tests pass; metric threshold; deployment reachable; README; commits. Pass 60% · Merit 75% · Distinction 90%.
Target Audience

Engineering Students

Diploma, B.Tech, B.E., BCA, MCA, or M.Tech students seeking practical experience.

Aspiring Developers

Developers who want to build proof-of-work capstone projects for tech resumes.

Job Seekers

Graduates looking for AI-evaluated code review & verified industry credentials.