Technical Workshop on Network Design
Invited speaker at Daksha 2.0, organized by IEEE SB CEC, College of Engineering Chengannur (IHRD), October 7–9, 2023.
This dynamic workshop presented network design as more than just connectivity—it positioned it as a strategic advantage. Participants explored the intersection of innovation, practicality, and user-focused design to build networks that don’t just function, but excel. The session focused on transforming imaginative concepts into real-world network solutions, blending visionary ideas with practical feasibility. Attendees were guided to craft resilient and scalable network architectures while mastering cutting-edge techniques in optimization, performance, and security.
Link: https://daksha.cecieee.org
Empowering Women Through Legal Advocacy
Guest speaker at College of Applied Science, Puthuppally, March 7, 2024.
In this compelling session, participants were introduced to the evolving landscape of legal advocacy within the context of modern digital ecosystems. With real-world examples and legal case references, the workshop explored how legal frameworks are adapting to technological advancements. Topics included cyber law, digital privacy, intellectual property in tech innovation, and ethical considerations in AI and data usage. The session highlighted the need for cross-disciplinary fluency in both technology and law to navigate the legal challenges of the 21st century.
AI & ML Applications in Finance, Healthcare, and Electric Vehicles
Invited speaker at Navira, organized by IEEE SB CEC, College of Engineering Chengannur (IHRD), January 17–20, 2025.
The integration of Artificial Intelligence (AI) and Machine Learning (ML) in healthcare, finance, and electric vehicles (EVs) is redefining innovation, personalization, and operational efficiency. In healthcare, AI enhances diagnostics, predicts diseases, and enables personalized treatment strategies. In finance, AI & ML drive smarter risk management, fraud detection, and predictive analytics. In EVs, ML models optimize battery usage, improve range and energy efficiency, and support the development of autonomous systems.
Link: https://navira.cecieee.org
Certificate Course on Machine Learning and AI with Python
Instructor for a 5-day technical course designed for working professionals at MBC College of Engineering, July 1–5, 2025.
This intensive, hands-on course was designed for working professionals aiming to integrate machine learning and artificial intelligence into real-world applications. Across five days, participants delved into the foundations and advanced techniques of AI using Python—covering supervised and unsupervised learning, neural networks, natural language processing, and model evaluation. The course emphasized practical implementation, equipping attendees with the tools to deploy machine learning models in domains such as healthcare, finance, and electric vehicles.