I lead RoseTech Solutions Ltd., a global tech company delivering innovative solutions. With a career spanning accumulated entrepreneurial experience in the tech industry, I've fostered an entrepreneurial spirit, expanding our reach to serve clients worldwide.Key Points:Global Reach: RoseTech serves clients in the United States, United Kingdom, Canada, Australia, Netherlands, Japan, Malaysia, Singapore, the Middle East, Finland, and Portugal.Team Empowerment: Our talented team shares our vision and values, driving innovation in diverse fields.Cutting-Edge Technology: We stay ahead with the latest tech trends, aiming to lead the change.Client-Centric Approach: Trust, transparency, and excellence drive every project we undertake.Future-Ready: Committed to shaping the tech industry, we're always ready for what's next.

As a passionate educator, I've had the privilege of serving as a lecturer, imparting knowledge in Artificial Intelligence, Machine Learning (AI/ML), Algorithms, and Modern Tech to aspiring tech enthusiasts. My commitment to nurturing the next generation of tech professionals has been a rewarding journey.Key Points:AI/ML Mastery: I've guided students through the complexities of AI and ML, enabling them to grasp fundamental concepts, techniques, and real-world applications.Algorithmic Excellence: Teaching algorithms has been a cornerstone of my pedagogy. I've empowered students with problem-solving skills essential for success in the tech industry.Modern Tech Insights: In a rapidly evolving tech landscape, I've equipped my students with up-to-date knowledge and insights into modern technologies, ensuring they stay ahead of the curve.Mentorship: Beyond the classroom, I've provided mentorship and guidance, helping students transition from learners to tech-savvy individuals ready to make their mark in the industry.Passion for Tech: My dedication to instilling a passion for technology and innovation has been central to my teaching philosophy, inspiring students to pursue tech careers.I take pride in seeing my students thrive, apply their knowledge, and contribute to the tech community. It's been a fulfilling experience to play a role in shaping future tech leaders.

As a Research Associate at CMED HEALTH LTD, I contributed to critical healthcare research projects with a focus on enhancing the well-being of individuals. My responsibilities included:Breast Cancer Risk-assessment Models: I conducted a comprehensive review of existing Breast Cancer Risk-assessment models, specifically analyzing their feasibility in the context of Bangladeshi women. This research aimed to contribute valuable insights to breast cancer prevention and early detection strategies.In addition to my role at CMED HEALTH LTD, I actively engaged in impactful research initiatives, including:Brain Cancer Gene Expression Analysis: I embarked on a research journey to analyze brain cancer gene expression. Leveraging technologies such as Auto-Encoder, DNN, PCA, SVM, KNN, DT, numpy, and pandas, I implemented both supervised and unsupervised approaches for feature extraction. Subsequently, I applied DNN and machine learning algorithms for classification. This project is a testament to my commitment to advancing healthcare through data-driven insights.Heart Disease Classification Using Machine Learning: In this project, I harnessed the power of machine learning by employing technologies like MLP, SVM, KNN, Random Forest, and Python. My work focused on the analysis and enhancement of accuracy in the classification of heart disease using physiological data. I introduced a unique pipeline for classification, demonstrating my dedication to improving healthcare outcomes through technology.These research experiences have not only deepened my understanding of critical health issues but also honed my skills in data analysis, machine learning, and technology implementation. I'm committed to driving positive change through impactful research and innovation.