Muhammad Latif - AI Product Intelligence SaaS Platform

Q: Where is Muhammad based?

Muhammad is based in Berlin, Germany .

Q: What languages does Muhammad speak?

Muhammad speaks the following languages: Punjabi (Native), Urdu (Native), English (Advanced), German (Intermediate) .

Q: How many years of experience does Muhammad have?

Muhammad has at least 13 years of experience. During this time, Muhammad has worked in at least 7 different roles and for 8 different companies . The average length of individual experience is 2 years and 8 months . Note that Muhammad may not have shared all experience and actually has more experience.

Q: What is Muhammad's latest experience?

Muhammad's most recent position is AI Product Intelligence SaaS Platform at ProductLogik .

Q: What companies has Muhammad worked for in recent years?

In recent years, Muhammad has worked for ProductLogik , AI Compass , neuefische GmbH - School and Pool for Digital Talent , Klarstein (formerly Berlin Brands Group) , and Zennova Home .

Q: Which industries is Muhammad most experienced in?

Muhammad is most experienced in industries like Retail , Government and Administration , and Information Technology . Muhammad also has some experience in Healthcare .

Q: Which business areas is Muhammad most experienced in?

Muhammad is most experienced in business areas like Information Technology , Project Management , and Accounting . Muhammad also has some experience in Product Development , Operations , and Human Resources .

Q: Which industries has Muhammad worked in recently?

Muhammad has recently worked in industries like Retail and Information Technology .

Q: Which business areas has Muhammad worked in recently?

Muhammad has recently worked in business areas like Project Management , Information Technology , and Accounting .

Recommended expert

Berlin, Germany

Experience

Jan 2026 - Present

4 months

Berlin, Germany

AI Product Intelligence SaaS Platform

ProductLogik

Defined product vision, roadmap, and subscription-based monetization model.
Architected multimodel AI orchestration (Gemini + GPT fallback) ensuring reliability and cost efficiency.
Designed explainable insight engine with confidence scoring and agile antipattern detection.
Built and deployed full-stack architecture (FastAPI, PostgreSQL, React) with secure authentication and quota governance.
Tech: Python, FastAPI, PostgreSQL, React, TypeScript, Stripe, Gemini API, OpenAI API.

Dec 2025 - Present

5 months

Berlin, Germany

Hybrid

AI Maturity Assessment Platform

AI Compass

Defined 7-dimension AI maturity framework and structured evaluation model.
Developed hybrid scoring engine combining rule-based logic with ML clustering and benchmarking.
Generated explainable transformation roadmaps aligned with capability gaps.
Led end-to-end product discovery and cross-functional Agile delivery.
Tech: Python, FastAPI, Scikit-learn, PostgreSQL, React, ML Pipeline.

Sep 2025 - Feb 2026

6 months

Berlin, Germany

AI Project Manager

neuefische GmbH - School and Pool for Digital Talent

Built and delivered an ML-powered B2B SaaS product ("AI Compass") from discovery to deployment.
Defined product vision, roadmap, prioritization, and measurable outcomes.
Translated business challenges into structured AI product requirements and user stories.
Designed a dual-engine system combining deterministic scoring with ML models (clustering, anomaly detection, peer benchmarking).
Coordinated frontend (React), backend (FastAPI), and ML workflows in Agile sprints.
Applied explainable and responsible AI principles to ensure transparency and stakeholder trust.
Tech: Python, FastAPI, PHP, React, PostgreSQL, MySQL, SQL, REST APIs, Scikit-learn, Git.

Jul 2023 - Jun 2025

2 years

Berlin, Germany

Senior Product Owner / Digital Project Lead

Klarstein (formerly Berlin Brands Group)

Supervised Agile delivery of large-scale e-commerce platforms and internal digital systems.
Directed UX/UI redesign of high-traffic websites and IoT mobile applications.
Managed strategic tool migrations: FactFinder to Bloomreach for search, Dynamic Yield to Bloomreach for personalization, OneTrust to UserCentrics for consent.
Oversaw development of a custom in-house CMS for marketing campaign management.
Ensured GDPR-compliant implementations and executive-level stakeholder alignment.

Nov 2021 - Feb 2023

1 year 4 months

Abu Dhabi, United Arab Emirates

Product Owner / Digital Project Manager

Zennova Home

Guided ERP system development and enterprise-wide implementation.
Managed the launch of four e-commerce platforms.
Oversaw HRM web and mobile application development.
Drove digital transformation across operations and procurement.

Feb 2017 - Oct 2021

4 years 9 months

United Arab Emirates

Product Owner / Digital Project Manager

BLOOMR

Led development and redesign of an e-commerce platform.
Managed IT infrastructure implementation across retail and warehouse.
Directed cloud migration of accounting systems.

Feb 2016 - Jan 2017

1 year

Lahore, Pakistan

PHP Developer

Loops & Logic

Developed PHP-based web applications in HRM and healthcare domains.
Built backend systems and database integrations.

Jun 2012 - Jan 2016

3 years 8 months

Sargodha, Pakistan

IT Support

Revenue Department Divisional Office

Supported IT systems across government departments.
Maintained system stability and reporting infrastructure.

Industry Experience

See where this freelancer has spent most of their professional time.

Experienced in Retail, Government and Administration, Information Technology, and Healthcare.

Retail

Government and Administration

Information Technology

Healthcare

Business Area Experience

See which departments and functions this freelancer has contributed to most.

Experienced in Information Technology, Project Management, Accounting, Product Development, Operations, and Human Resources.

Information Technology

Project Management

Accounting

Product Development

Operations

Human Resources

Summary

AI Product Manager and Product Owner with 8+ years of experience building digital and AI-enabled products. Specialized in explainable AI, ML-driven SaaS platforms, and data-informed product decision-making.

Skills

Ai & Data: Machine Learning Fundamentals; Ml Pipelines; Explainable Ai; Model Evaluation Concepts; Data Analysis; Responsible Ai
Product & Leadership: Product Strategy; Product Ownership; Roadmapping; Backlog Prioritization; Stakeholder Management; Agile Delivery (Scrum)
Tech: Python; Fastapi; Php; React; Postgresql; Mysql; Sql; Rest Apis; Scikit-learn; Git

Languages

Punjabi

Native

Urdu

Native

English

Advanced

German

Intermediate

Education

Mar 2013 - Mar 2016

University of Sargodha

Master of Information Technology · Information Technology · Sargodha, Pakistan

Feb 2011 - Feb 2013

University of Sargodha

Bachelors · Sargodha, Pakistan

Certifications & licenses

Certified Scrum Product Owner (CSPO®)

Scrum Alliance

Professional Scrum Master (PSM™ I)

Scrum.org

Professional Scrum Product Owner (PSPO™ I)

Scrum.org

Statistics

Experience

Total positions 8

Experience in Retail 8 y

Avg length 1 y 8 m

Longest experience 4 y 8 m

Global Experience

Countries worked in 3 (Germany, United Arab Emirates, Pakistan)

Primary country Germany

Expertise

Recent roles AI Product Intelligence SaaS Platform, AI Maturity Assessment Platform, AI Project Manager

Main industries Retail, Government and Administration, Information Technology

Main business areas Information Technology, Project Management, Accounting

Qualifications

Highest degree Master

Certifications earned 3

Profile

Created

April 2026

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Muhammad based?

Muhammad is based in Berlin, Germany.

What languages does Muhammad speak?

Muhammad speaks the following languages: Punjabi (Native), Urdu (Native), English (Advanced), German (Intermediate).

How many years of experience does Muhammad have?

Muhammad has at least 13 years of experience. During this time, Muhammad has worked in at least 7 different roles and for 8 different companies. The average length of individual experience is 2 years and 8 months. Note that Muhammad may not have shared all experience and actually has more experience.

What roles would Muhammad be best suited for?

Based on recent experience, Muhammad would be well-suited for roles such as: AI Product Intelligence SaaS Platform, AI Maturity Assessment Platform, AI Project Manager.

What is Muhammad's latest experience?

Muhammad's most recent position is AI Product Intelligence SaaS Platform at ProductLogik.

What companies has Muhammad worked for in recent years?

In recent years, Muhammad has worked for ProductLogik, AI Compass, neuefische GmbH - School and Pool for Digital Talent, Klarstein (formerly Berlin Brands Group), and Zennova Home.

Which industries is Muhammad most experienced in?

Muhammad is most experienced in industries like Retail, Government and Administration, and Information Technology. Muhammad also has some experience in Healthcare.

Which business areas is Muhammad most experienced in?

Muhammad is most experienced in business areas like Information Technology, Project Management, and Accounting. Muhammad also has some experience in Product Development, Operations, and Human Resources.

Which industries has Muhammad worked in recently?

Muhammad has recently worked in industries like Retail and Information Technology.

Which business areas has Muhammad worked in recently?

Muhammad has recently worked in business areas like Project Management, Information Technology, and Accounting.

What is Muhammad's education?

Muhammad holds a Master in Information Technology from University of Sargodha and a Bachelor from University of Sargodha.

Does Muhammad have any certificates?

Muhammad has 3 certificates. These include: Certified Scrum Product Owner (CSPO®), Professional Scrum Master (PSM™ I), and Professional Scrum Product Owner (PSPO™ I).

What is the availability of Muhammad?

Muhammad will be available full-time from May 2026.

What is the rate of Muhammad?

Muhammad's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.