Muhammad (Hamza) Latif-AI Product Intelligence SaaS Platform
Check rate
Experience
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.
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.
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.
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.
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.
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.
PHP Developer
Loops & Logic
- Developed PHP-based web applications in HRM and healthcare domains.
- Built backend systems and database integrations.
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.
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.
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
Education
University of Sargodha
Master of Information Technology · Information Technology · Sargodha, Pakistan
University of Sargodha
Bachelors · Arts · Sargodha, Pakistan
Certifications & licenses
Scrum Alliance
Scrum.org
Statistics
Experience
Global experience
Expertise
Qualifications
Profile
Frequently asked questions
Have questions? Find more information here.
Muhammad is based in Berlin, Germany.
Muhammad speaks the following languages: Punjabi (Native), Urdu (Native), English (Advanced).
Muhammad has at least 14 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.
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.
Muhammad's most recent position is AI Product Intelligence SaaS Platform at ProductLogik.
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.
Muhammad is most experienced in industries like Retail, Government and Administration, and Information Technology. Muhammad also has some experience in Healthcare.
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.
Muhammad has recently worked in industries like Retail and Information Technology.
Muhammad has recently worked in business areas like Project Management, Information Technology, and Accounting.
Muhammad holds a Master in Information Technology from University of Sargodha and a Bachelor in Arts from University of Sargodha.
Muhammad has 3 certificates. These include: Certified Scrum Product Owner (CSPO®), Professional Scrum Master (PSM™ I), and Professional Scrum Product Owner (PSPO™ I).
The availability of Muhammad needs to be confirmed.
Daily rate distribution
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Average rates for similar positions
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The average daily rate is the mean of all daily rates from recent contracts of comparable freelancers on our platform.
The median daily rate is the middle value of all daily rates — half of comparable freelancers charge less, half charge more. Unlike the average, it is barely affected by outliers.
Calculated based on our freelancers’ daily rates as of 27 Aug 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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