Team
The core execution team and active contributors of the Halo Mind Research Group.
Core Executive Team
Latchan Chhetri — Lead Research Architect
Focus: Theoretical Formulation, Developing Architectures, Sub-quadratic Mechanisms (SSM's), Geometric Manifold Stabilization, Coding, Strategist.
Email: latchanchhetri19@gmail.com
Directs the fundamental scientific direction of the collective. Specializes in engineering hardware-efficient neural mechanisms, deep sequence modeling, and bridging continuous physical dynamics with discrete neural computation.
Aman Kumar — Lead ML Systems Engineer
Focus: Pipeline Optimization, Conformal Prediction, Applied Frameworks.
Email: ak2281198@gmail.com
Translates theoretical architectures into robust, hardware-optimized code. Manages complex spatial data pipelines and integrates advanced statistical frameworks to establish provable reliability and distribution-free uncertainty quantification.
Dishant Das — Research Engineer
Focus: Physics-Informed Vision Models, Edge AI Optimization, Generative Architectures.
Email: dasdishant5@gmail.com
Engineers lightweight computer vision architectures for extreme environments. Specializes in hardware-level model optimization (TensorRT, edge power budgets) and contributes to the core development of geometric residual learning frameworks like DDL-Mamba.
Affiliated Researchers
Ayush Anand — Applied AI & Vision Researcher
Focus: Satellite Imagery, Interpretable AI, Space AI, Computer Vision.
Email: anandayush1009@gmail.com
Engineers applied computer vision frameworks, Space AI and other frameworks for remote sensing and extreme environments. Drives targeted, impactful research cycles—specifically contributing to fuzzy rule extraction and interpretable defect detection architectures for solar and satellite networks.
Junior Contributors / Research Interns
Hrishikesh Das — Research Intern
Focus: Empirical Evaluation & Applied Systems Verification.
Email: hrishikeshdas366@gmail.com
Assists in executing rigorous baseline models and evaluating applied frameworks, notably contributing to cyber-physical security frameworks and interpretable defect detection architectures.
Ankona Mukherjee — Research Intern
Focus: Data Engineering & Pipeline Testing.
Email: itsmeankona@gmail.com
Contributes to dataset curation and empirical testing for high-resolution spatial tasks, including conformal prediction wrappers for remote sensing and urban change detection.