Career Start · Students & Freshers · 2026

Enter the
AI era
correctly.

Bridging the gap between university theory and production-grade AI intelligence. Build the portfolio that top-tier labs actually care about.

ML ENG
+68% demand
LLM DEV
₹22L avg fresher
AI QA
+89% openings
learning_path_v4.json
CURRENT_PHASE
TRANSFORMER_ARCH PROG
01 Attention Mechanism COMPLETED · VERIFIED
02 Positional Encoding COMPLETED · VERIFIED
03 Multi-Head Synthesis IN PROGRESS
Active Task
Implement scaled dot-product attention in PyTorch for 8 parallel heads.
04 Model Quantization
SYSTEM.NOMINAL // SYNCING SCORIO.NODES…
Trusted by candidates at
Deep_Mind Open_Labs Data_Core Nexus_AI Vertex_Soft
View Placement Record [2025]
How Career Start Works

From confusion
to career.

Four steps. AI-guided. No career counsellor needed.

01
Step 01
Tell the agent about yourself.

No form to fill. A 5-minute conversation. Degree, subjects you enjoy, career goals. The agent builds your profile through natural dialogue.

Conversational onboarding
02
Step 02
Get your specialisation match.

AI ranks the best-fit AI-era roles for your profile — with match scores, YoY demand data, and salary ranges for Indian freshers.

Live market data
03
Step 03
Learn with weekly AI tasks.

The agent gives you real coding problems. You attempt them. Agent evaluates your output and adapts the next task. Skills verified — not just watched.

Agent-guided learning
04
Step 04
Earn your first ₹2K–8K.

Real micro-projects from Bangalore AI startups posted in the marketplace. Build your portfolio and prove your skills while still studying.

AI Marketplace · micro-bounties
Specialisation Match · AI-powered

The right
role.

Before your
first job.

Your degree, interests, and strengths matched against live Indian job market demand. Not a quiz — an AI analysis of which AI-era roles you will thrive in.

ML Engineering +68% YoY ₹18–32L
LLM App Developer +91% YoY ₹22–38L
AI QA Engineering +89% YoY ₹14–22L
MLOps / DevOps AI +55% YoY ₹16–28L
Your Specialisation Match · Example output
ML Engineering Top Match 89%
High demand · Strong maths aptitude match · Fast.ai recommended
LLM App Developer 76%
Highest demand growth · Python experience advantage
AI QA Engineering 61%
Low competition · Fast entry · Playwright + Claude API
340+
ML openings/week
₹22L
LLM Dev avg CTC
Free
To get started
AI Marketplace · Micro-Bounties

Earn while
you learn.

Real paid tasks from Bangalore AI startups — scoped for students with verified skills. Build portfolio, earn ₹2K–8K per task, get hired by the companies you work with.

Build a RAG chatbot for a legal document corpus
₹6,000
LexAI · Bangalore · AI Legal Tech
LangChain Pinecone Claude API FastAPI
7 days · Solo project
Write RAGAS evaluation suite for hiring pipeline
₹4,500
HireStack · Bangalore · HR Tech
RAGAS Python LangSmith Pytest
5 days · Solo project
Fine-tune a classification model on product reviews
₹7,500
ShopSense · Bangalore · E-Commerce AI
PyTorch Hugging Face W&B Python
10 days · Solo project
Pricing · Career Start

Start free. Grow fast.

No credit card needed to get started. Upgrade when you are ready to earn.

Career Start · Free
Free
forever · no card needed

For students exploring their options.

  • Specialisation match
  • Basic learning path
  • Market demand signals
  • 1 micro-bounty application/month
College · Institutional
₹500
/student/year · college billing

For colleges that want better placement outcomes.

  • All Pro features for every student
  • Placement analytics dashboard
  • TPO reporting tools
  • Custom branding available
  • Dedicated onboarding
Career Start · Free to begin

Find your
specialisation.

5 minutes. No form. The agent asks you three questions and tells you where to go.

Free to start · ₹99/mo to unlock full path · No credit card needed