Andhan Rahul Buddhan

Master's Degree in Mathematics from Tier 1 Indian Institute with a Minor in Physics (IISER TVM).

Executed

Complex AI/ML research with minimal guidance and end to end ownership of thesis.

Published

Peer-reviewed paper in Augmented Reality based command and control system (practical application for Mining Industry). Developed ML-based threat detection systems integrating deep belief networks and support vector machines to enhance security analytics. Advance level skills around Deep learning, probabilistic modeling, and ML-driven cybersecurity, algorithm development.

ML and DL based Cyber Analytic Solution for Threat Detection and Hunting at IISER Thiruvananthapuram (2022-08 – 2023-04)

• Conceptualized and implemented a Deep Belief Network-Support Vector Machine (DBN-SVM) model for complex classification tasks.
• Integrated transfer learning to improve performance and reduce training time on new datasets.
• Ensured better generalization to unseen data, improving model flexibility and real-world applicability.
• Improved robustness to noise by utilizing high-level data representations.

A comparative study on perspective solutions for frequency shifts in optical fibres at IISER Thiruvananthapuram (2022-04 – 2022-04)

• Conducted a comparative study on different approaches for Raman-induced frequency shifts (RIFS) in optical fibers.
• Derived RIFS expressions for solitons, aligning with Gordon's standard soliton theory for small frequency shifts.
• Analyzed key soliton phenomena, including soliton blueshift, Self-Steepening Frequency Shift (SSFS) deceleration, and soliton spectral tunneling.

Integrated Masters in Mathematics with Minor in Physics – IISER Thiruvananthapuram (2018-08 – 2024-04)

Pre-University Education – Delhi Public School Bangalore South (2018-04)

Secondary Education – Delhi Public School Bangalore South (2016-04)