Amit Kumar Jha
Quant Developer | Model Risk Quant | Mentor · IIT Jodhpur · UBS
Sessions from ₹199
Book 1-on-1 with AmitStop learning models as isolated formulas. Master how they are implemented, stress-tested, hedged, validated, and explained under real desk and interview pressure.
Quant Developer | Model Risk Quant | Mentor · IIT Jodhpur · UBS
Sessions from ₹199
Book 1-on-1 with Amit
Desk2Quant bridges the gap between textbook quant finance and what you actually need on the desk. Every resource is built from hands-on experience — pricing, risk, model validation, and the kind of interview questions that separate confident candidates from the rest.
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High-quality guides and tools to kickstart your quant journey.
Every core formula you need on the desk and in interviews — Greeks, stochastic calculus, fixed income, and risk — on one page. Sent straight to your inbox, plus occasional notes on new guides and interview prep.
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Whether you’re preparing for a quant interview, moving from theory to production, or deepening your risk and pricing skills, Desk2Quant gives you the practitioner’s edge — with real code, real case studies, and real interview pressure.
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Real feedback from mentees who've accelerated their quant careers
"Amit is a powerhouse of knowledge. More importantly, he is thorough and precise with his guidance. I reached out for advice on breaking into derivative pricing and left with an articulated plan. He tells you what happens in the industry—that helped me chalk out a practical plan."
"I completed my Financial Engineering at WorldQuant University. What Amit does exceptionally well is bridge the gap between theory and practice. He distills front-desk experience into material focusing not just on what models are, but why they exist, how they behave, and where they fail."
"Your Quant Project Pack is the bridge between academic theory and trading desk reality. The 'Resume Bullets' and 'Interview Questions' for every project make this not just a code repository, but a complete career toolkit."
"Amit clarified all my doubts efficiently and gave me clear direction on how to move forward toward my goals. His guidance was practical, focused, and extremely helpful."
"This content focuses on practical failure modes—correlation collapse, calibration instability, numerical blow-ups—insights that come from practitioner experience, not textbooks. For quants who want to develop correct intuition and interview-ready reasoning."
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Deep dives into quantitative finance, algorithms, and market microstructure.
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Build an implied-volatility surface end to end: clean quotes, calibrate SVI/SSVI, enforce static-arbitrage conditions, extract Dupire local volatility, stress failure modes, validate by Monte Carlo closure, and handle 0DTE stability.
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