Pre-call brief

Dr. Michael Fröhlich

Engineer in Residence @ Lucid Capital

Backing obsessive founders at inception

Berlin (likely)

engineer-in-residence AI engineering scalable AI systems agentic AI deep-technical interviewer

LinkedIn → ← Network

Engineer in Residence at Lucid Capital. Has presented at Berlin tech meetups on AI Engineering fundamentals and scalable AI systems, including a talk on 'current and future AI Engineer'. PhD holder — field unconfirmed. Engineering-Residence role involves hands … Show more

Career

Lucid Capital currently works at

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

Dr. Michael Fröhlich

Engineer in Residence

Lucid Capital

Berlin (likely)

Backing obsessive founders at inception

Path

Lucid Capital currently works at