An independent community initiative providing free, honest role diagnostics and AI practice roadmaps for tier-2 and tier-3 graduates.
Answer 3 quick questions to discover your best entry-level corporate and tech roles.
These positions hire based on baseline aptitude. Click below to view live fresher openings right now:
Copy these instructions into free Gemini or ChatGPT to build your targeted resume and practice live interviews.
Generate exact project bullet points, relevant keywords, and zero-cost learning resources.
Simulate a realistic first-round interview where the AI asks one question at a time and evaluates your answers.
Bypassing commercial coaching institutes by providing transparent aptitude diagnostics that map candidates to high-probability entry-level roles at zero cost.
Eliminating predatory farm labor intermediaries through a lightweight matching mechanism linking landowners directly with agricultural worker collectives for transparent daily payouts.
Protecting blue- and gray-collar workers from fraudulent recruitment brokers through verifiable proof-of-work profiles integrated with verified wage-arbitrage pathways.
I have an engineering background and 11+ years of experience across the talent acquisition landscape. I started in high-speed US staffing, transitioned to international corporate hiring at firms like State Street—recruiting across non-technical verticals like fund accounting, operations, and audit—and expanded into technical talent leadership.
Throughout my career, I've built custom search engines, boolean web-sourcing scripts, and AI agents to solve operational bottlenecks. Beyond hiring, I spend significant time analyzing equity and derivative markets (strictly from an analytical perspective, not as a licensed financial advisor). Havya Labs is my way of using this systems-oriented background to build open, unmonetized tools that give real leverage back to society.
Havya Labs is an evolving, community-driven effort. If you have suggestions for improvement, spotted a predatory hiring scam we should flag, or want a specific career track added, let me know directly.
1. Generative AI Notice: The career prompts, frameworks, and outputs on this website are designed for educational brainstorming and initial orientation. Generative AI models can generate inaccurate or hallucinated information. Havya Labs and Shankar Selvaraj assume no liability for personal, educational, or employment decisions made using these materials.
2. Not Professional Advice: This platform does not offer licensed career counseling, employment placement guarantees, legal counsel, or financial advice. Always consult certified human professionals before making binding decisions.