Currently engaged in exploring potential product opportunities within the commercial AI model landscape, with a particular emphasis on text data applications. Currently developing a semantic intelligent application aimed at addressing complex queries utilizing machine learning algorithms and generative AI technologies such as language models. Intrigued? Feel free to reach out; I'm enthusiastic about discussing further.Achievements (2024) Developed and implemented a machine learning classifier for breast cancer prognosis spanning from January 2024 to April 2024. Leveraged advanced algorithms to analyze medical data, achieving over 80% accuracy with voting confidence of five algorithms, in prognostic predictions. It can contribute to advancing medical research and patient care through innovative data-driven methodologies. (2023) Successfully delivered an IoT-based design brief for a corrosion meter to a pipeline infrastructure consultant (2018 – 2021) Successfully studied the distributed nature of the Internet of Things (IoT) devices in the AI context. (2015 – 2019) Successfully published an app on the Google Play Store in 2017, and revised twice - 2018 and in 2019. (it is not looked after so Google took it down ask me and I will show you it is sitting in the play console.)

• Provide training and assessment in line with Training Packages as per internal training standards, policies and procedures, and ASAQ requirements as per SRTO’s2015 standard 1• Participate in moderation and validation activities (SRTO’s2015 standard 1 and standard 2)• Design and Develop training resources and assessment resources SRTO’s2015 standard 1 and standard 2• Plan and achieve Continuous Development Activities (CPD) to ensure industry currency is up to date, to ensure training and assessment methods and practices are current and relevant to the industry as per SRTO’s2015 standards 1 and 2.• Design, develop, conduct, and analyze formal and informal ad hoc training feedback surveys as per SRTO’s2015 standard 1 to standard 6• Participate in campus update and follow-up meetings as per SRTO’s2015 standards 7 and 8Achievements Successfully developed 10 courses, including intermediate computer programming courses using Python and C Managing key accounts - 2 Polytechnique colleges are clients for quality training delivery and compliance Successfully delivered capacity development programs - over 20 graduates from train the trainer programs since 2018 Federation University Adelaide tutor since 2019 – course list includes Networking and Security, Software Engineering Methodologies, Software Engineering Testing, Software Engineering Analysis and Design.

Presence: Malaysia, Indonesia, Bangladesh, Philippines, Thailand, Vietnam and PakistanOverall Organization size: 300+ staffCountry Manager Pakistan (I managed): 50+ staffReported: Company directors in MalaysiaOrganization target industry: Telecommunication, Mobile NetworksOrganization Profile:• Network roll out services (Fixed and Mobile)• Network managed services (RF and Telecom infrastructure)• Network Consultation Services• Fiber engineering services• Training and learning services

Presence: HQ in USA, 50+ countriesOverall Organization size: 5000+ staffCountry I worked: Pakistan 200+ staffStaff I managed: 50+Reported: Regional Director APACOrganization target industry: Communication Networks (Fixed and Wireless)Organization Profile:• Consulting, Design, Deployment, Performance, Operation, Enterprise and Transport of existing and future communications networks

2007 start up, developing a framework for network planning & optimization with integrated digital antenna array and Self Organizing Networks (SON) solutions. Reported directly to VP Marketing, responsibilities included product definition, business cases, financial modelling & pricing, market analysis, marketing materials and present it to customers, engage customers and manage customer equipment deployment and trials of the product.

Product ManagerSoft Source Inc., Atlanta, GA. 4/2008 – 11/2008Products and Services Team Lead International BusinessWateen Telecom, Lahore, Pakistan 9/2005 – 4/2008Project Manager | Product Manager Revenue assurance, Billing and Rating, SDLC (Java) Balanco Telecom Belgium and Megaphone Telecom, Spain 6/2004 – 9/2005Design EngineerTeam Lead - AERO, Islamabad, Pakistan 6/2002 – 9/2003Product EngineerCET, Islamabad, Pakistan 9/2001 – 5/2002Product EngineerAnd Or Logic, Islamabad, Pakistan7/1999 – 9/2001