Pre-call brief

Mandeep Mahal

MBA Recruitment & Admissions Manager @ Saïd Business School, University of Oxford

Greater Oxford Area

LinkedIn → ← Network

Notes

AK's skill profile vs AI PM requirement

Has it Partial MBA closes Self-acquire

Technical

Python

✓

SQL & Data Pipelines

✓

AI Tools (daily)

✓

Data Engineering

✓

Technical Fluency (web)

✓

Finance & Strategy (AK's edge)

Financial Modelling

✓

Strategic Finance

✓

Executive Communication

✓

Financial Forecasting

✓

PM Execution (gaps)

SaaS PM

MBA Internship

Tech Spec Writing

Self-practice

Product Roadmap Mgmt

MBA

User Research

MBA

Cross-functional Lead.

MBA

Go-to-Market

MBA

AI Depth (partial)

AI Training Hierarchy

Self-study

RLVR

Self-study

Inference-time Scaling

Self-study

Compare with AK Side-by-side profile + career paths ›

AK Addo

Data Consultant

Self Employed

London, England, United Kingdom

BSc Physics, King's College London, 2017–2020, Upper Second Class. Afro-Caribbean Society, Maxwell Society.

Data & Quantitative Research | ex-Man Group | Incoming MBA | AI & Software

Path

Self Employed currently works at

Man Group PLC — Hedge Fund worked at

Exeter School attended

King's College London attended

Mandeep Mahal

MBA Recruitment & Admissions Manager

Saïd Business School, University of Oxford

Greater Oxford Area

Path