Turn Job Descriptions into Interview Playbooks

Hosted by Sidharth Mahotra

Sat, Jul 11, 2026

3:45 PM UTC (45 minutes)

Virtual (Zoom)

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What you'll learn

Generate interview questions from job descriptions

Use LLM to convert job description into interview questions (behavioral, technical, situational)—& scoring criteria .

Build standardized scoring rubrics

Build a scoring matrix defining what strong, average, and weak answers look like for all interview questions.

Customize workflows for any role

Adapt the interview workflow for any role—entry-level to executive—in with updated prompts.

Why this topic matters

A bad hire costs 30% of annual salary. Yet most interviews rely on gut feel, repeated questions, and no scoring standard. This lesson teaches you to use AI to build structured interview guides for any role—so your hiring decisions are faster, fairer, and more defensible

You'll learn from

Sidharth Mahotra

AI Leader &Former Scientist (Medtronic, ISRO) | IEEE Senior Member

Independent AI consultant and Senior Principal Scientist with 20+ years of Audio DSP, applied AI and Computer Vision across healthcare, aerospace, and consumer electronics ( India and USA). I specialize in turning AI capability into repeatable, practical workflows—so professionals spend less time on process and more time on decisions that matter.

Medtronic
ISRO
Cirrus Logic
Synaptics Incorporated
The University of Tennessee Health Science Center
See all products from Sid

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