Team
The core execution team and active contributors of the Halo Mind Research Group.
Executive Board & Co-Founders
Latchan Chhetri — Co-Founder & Chief AI Scientist
Focus: Theoretical Formulation, AI Strategy, Foundational Architectures, Computer Vision, Sub-quadratic Mechanisms (SSMs), Coding, Strategist.
Portfolio: latchan-ch.github.io | Email: latchanchhetri19@gmail.com
Directs the overarching scientific and commercial vision of Halo Mind. Specializes in engineering hardware-efficient neural mechanisms, computer vision, foundational deep sequence modeling, and architecting real-world physical AI deployments. Leads the core algorithmic strategy for the company's enterprise vision systems.
Aman Kumar — Co-Founder & Head of Engineering
Focus: Pipeline Optimization, ML Systems Optimization, Conformal Prediction, Coding.
Portfolio: amankumar12s.github.io | Email: ak2281198@gmail.com
Translates theoretical architectures into robust, hardware-optimized production code. Manages complex spatial data pipelines and integrates advanced statistical frameworks to establish provable reliability and scalable infrastructure for edge-AI applications.
Core Engineering Team & Affiliated Researchers
Dishant Das — Research Scientist (Edge Vision)
Focus: Physics-Informed Vision Models, Edge AI Optimization, Generative Architectures, Coding, Architecture Optimization.
Email: dasdishant5@gmail.com
Engineers lightweight computer vision architectures for extreme physical environments. Specializes in hardware-level model compression (TensorRT, edge power budgets) and optimizing deep learning frameworks for low-latency robotic deployment.
Ayush Anand — Applied AI Engineer (Geospatial Systems)
Focus: Satellite Imagery, Interpretable AI, Space AI, Computer Vision.
Email: anandayush1009@gmail.com
Engineers applied computer vision frameworks and analytics engines for remote sensing and space-tier constraints. Drives the deployment of interpretable AI systems and autonomous defect detection architectures across macro-scale infrastructures.
Infrastructure Operations
Hrishikesh Das — Systems Verification Engineer
Focus: Empirical Evaluation, Applied Systems Verification, Quality Assurance.
Email: hrishikeshdas366@gmail.com
Leads the rigorous stress-testing and empirical validation of applied frameworks. Ensures that edge-deployed models maintain strict structural integrity, reliability, and security prior to real-world physical integration.
Ankona Mukherjee — Data Infrastructure Engineer
Focus: Data Engineering, Pipeline Automation.
Email: itsmeankona@gmail.com
Manages the curation, augmentation, and validation of massive-scale datasets. Designs the data architectures required to safely train and evaluate high-resolution spatial tasks and conformal prediction systems.