Career Foundry Curriculum

What You'll Learn, Module by Module.

Name: TridaPad
Brand: Trida Labs

Twelve weeks, eight modules, six live products — from engineering foundations through time-series forecasting, real-time systems, GenAI agents, and growth engineering to a capstone shipped at Demo Day.

The Career Foundry Curriculum

Module by module — everything you'll learn and ship, with hands-on work on live, in-production products throughout.

Weeks 1–2

Engineering Foundations

The toolkit the rest of the program runs on: Python backend development with FastAPI, Git and GitHub workflows, PostgreSQL and MongoDB, authentication, prompt engineering, and cloud fundamentals.

Python & FastAPI

Git & GitHub

PostgreSQL & MongoDB

Authentication

Prompt engineering

Cloud fundamentals

Module 01

Time-Series & Forecasting

Work with real commodity price data on a live intelligence platform — build forecasting models, BI dashboards, and interactive charts backed by production SQL.

Time-series analysis

Forecasting

Charting

Business intelligence

SQL

Module 02

Real-Time Systems & Location

Build real-time buyer-seller messaging and location-aware discovery on a live marketplace product, using WebSockets, Python, and REST APIs.

WebSockets

Real-time messaging

Maps & location

Python

REST API design

Module 03

GenAI & Deep Research

Use generative AI to automate multi-step research workflows on a live AI product — from raw data to synthesized, sourced answers.

GenAI

AI-powered deep research

Retrieval & synthesis

Prompt engineering

Module 04

Growth Engineering & Full-Stack Web

Own the growth and data layer of two live web products: analytics, SEO/AEO, ad platform integrations, cloud infra, and scraping pipelines — built in React and Next.js, deployed on Vercel.

Google Analytics

SEO & AEO

Meta / Google Ads

DNS & cloud storage

Python data scraping

React & Next.js

Vercel

Module 05

Product Engineering & SDLC

Ship real features on a production codebase — FastAPI services containerized with Docker, deployed to the cloud with CI/CD, dashboards on live SQL data, and an Agile feature-development lifecycle end to end.

Python & FastAPI

Docker

CI/CD

Cloud deployment

SQL & dashboards

React.js

Testing

Microservices basics

Agile / SDLC

Module 06

AI Agents & Text-to-SQL

Build the AI layer behind natural-language data access: RAG pipelines over schemas with evaluation benchmarks, agents built on the OpenAI and Claude SDKs, orchestrated with LangChain and LangGraph — with tool calling, agent memory, MCP, A2A communication, and LangSmith observability.

AI agents

RAG + eval benchmarks

Vector databases

LangChain & LangGraph

Tool calling

Agent memory

MCP

A2A

LangSmith

Text-to-SQL

Text-to-dashboard

Weeks 11–12

Capstone, Demo Day & Career Launch

Ship an end-to-end AI data product, present at Demo Day to founders and hiring partners, and enter screening for paid internship roles at Trida Labs — backed by mock interviews and resume reviews.

Capstone

Demo Day

Mock interviews

Internship screening

Skill Coverage at a Glance

The full Academy toolkit — Career Foundry covers every group below end to end, on live products, across the 12 weeks.

Engineering Foundations

Python

FastAPI (Flask / Django welcome)

Git & GitHub

REST API design

Authentication

Testing

Microservices (basics)

Data

SQL & PostgreSQL

MongoDB

Data modeling

BI & dashboards

Time-series & forecasting

Data scraping

GenAI & Agents

Prompt engineering

OpenAI & Claude SDKs

Vector databases

RAG + evaluation benchmarks

LangChain & LangGraph

Tool calling

Agent memory

Multi-step workflows

Agent-to-Agent (A2A)

MCP

LangSmith observability

Cloud & Delivery

Cloud fundamentals

Cloud deployments

Docker

CI/CD (basics)

Vercel & serverless

Agile / SDLC

Web & Growth

React.js & Next.js

WebSockets & real-time

Maps & location

Google Analytics

SEO & AEO

Meta / Google Ads integrations

Ready to Master Data and AI?

Pick your stream — Campus Foundry for college students, Career Foundry for graduates and job seekers, or Advance Foundry for experienced professionals — and tell us about yourself. We'll reach out with next steps.

🎯 Scholarships available for students — ask us when you apply

✓ Three streams — Campus, Career & Advance Foundry

✓ Data & AI curriculum built with Trida Labs engineers

✓ Mentors from production AI teams

✓ Paid internship opportunities for top performers

Apply Now

Your Data & AI career starts here.

Real Data & AI products. Real mentors. Paid internship for the best. Pick your Foundry and build the future of AI in India.

Questions? Email us at academy@tridalabs.com