Chanakya Kodishala -

Chanakya Kodishala — Practical Guide

5. Staffing & roles

• Program Director — curriculum, hiring, partnerships.
• Lead Instructors — 1 per track (industry experience).
• Teaching Assistants / Mentors — 1 per 6–8 students.
• Career Coach — resume, interviews, employer outreach.
• Operations & Admissions — scheduling, payments, student support.
• Part-time guest speakers — industry talks.

Lessons for Aspiring Product Managers

For young engineers and product managers looking to emulate Chanakya Kodishala’s career trajectory, he offers three core tenets:

1. Understand the Regulation, Not Just the Code: You cannot build fintech without knowing RBI’s guidelines on KYC, data localization, and digital lending. Read the circulars before you write the code.
2. Simplify the Exit, Not Just the Entry: Most product managers obsess over onboarding. Kodishala obsesses over the repayment journey. If paying back a loan is frictionless, the borrower will return.
3. Profitability over Unicorn Status: He famously avoids the "growth at all costs" mantra. In a recent newsletter, he wrote, "Unit economics is not a buzzword. It is the difference between a business and a charity."

4. Delivery model & schedule

• Blended: live online lectures (3× weekly, 2 hours), weekly hands-on lab (3 hours), self-study assignments (10–15 hrs/week), mentorship office hours.
• Cohort size: 20–30 learners per cohort for quality mentoring.
• Duration options: full-time (16 weeks) or part-time evenings (24–28 weeks).

Challenges and Controversies

No discussion of a fintech leader is complete without addressing the dark side of the industry. The Indian digital lending space has been marred by unethical apps that harass borrowers. Chanakya Kodishala has been a vocal critic of "loan apps" that charge annual interest rates exceeding 300%. Chanakya Kodishala

He faced significant internal resistance when he once killed a product line because the sales team was targeting borrowers who had no repayment capacity. This decision cost his then-employer short-term revenue but saved it from a regulatory crackdown later. Industry peers describe him as a "safety brake" in a speed-obsessed market. Chanakya Kodishala — Practical Guide 5

2. Fraud Detection Frameworks

Digital lending in India suffers from high first-party fraud (users who never intend to pay back). Kodishala led the development of a device fingerprinting and social graph analysis tool that reduced fraud rates by nearly 40% in one of his previous ventures. By mapping how multiple loan applications came from the same IP address or shared contact lists, the system flagged suspicious clusters before a single rupee was disbursed. Program Director — curriculum, hiring, partnerships

3. Collections Automation

Perhaps his most pragmatic contribution is in the delicate art of collections. Chanakya Kodishala advocates for "empathic automation"—AI that schedules payment reminders based on user behavior (time of day, past interaction history, even regional holidays) rather than brute-force calling. This reduced delinquency rates significantly while preserving the lender’s brand reputation.