Mohammad Ammar

Product + AI practitioner: Mohammad transitioned from industrial engineering and analytics into AI‑enabled product work — building GenAI prototypes (AcademAI) and consumer‑facing products (AmiColo). His portfolio shows hands‑on use of LangChain, Pinecone/VectorDB, OpenAI APIs, Python and BI tools to ship demos, pitch for funding, and run product launches. mohdammar+1

Research background in Industry 4.0 and manufacturing: He has academic outputs and co‑authored proceedings on applying Industry 4.0, IoT and smart‑materials approaches to manufacturing and supply‑chain problems, indicating a foundation in applied research that feeds his product and analytics work. orcid+1

Analytics & operations expertise: Multiple resumés and profiles describe strong experience in analytics, SQL/Python automation, Power BI dashboards and process improvement — applied in consultancy roles, at Sygnius (business systems analytics), and operations roles at FedEx and Invisible. mohdammar+1

Early‑stage product & entrepreneurship experience: As CPO/co‑founder at AmiColo and through Concordia’s District 3, Mohammad has pitched products for funding and led early launches — combining technical prototyping with go‑to‑market activities and fundraising outreach. mohdammar+1