Akhil Ageer

Aether Braid. Identification-Constrained Closed-Loop Navigation.

A live-detour loop that treats the recommended route as a treatment assignment, and infers blockage only when an assigned approaching cohort exists.

2026 · Doctoral prototype

Multi-Map ETA. A virtual sensor from six commercial maps.

A 24/7 fault-tolerant pipeline collecting synchronized ETAs from Google, HERE, TomTom, MapQuest, Waze, and Apple Maps — and a disagreement index for the routes they will not agree on.

2025–26 · Continuous collection

CLEAR-AI. Critical AI literacy for K–12 financial education.

A Scaffold–Engage–Apply critique workflow, a 14-type error taxonomy, and a hybrid multi-agent pipeline that scores student critiques without breaking experimental control.

2026 · NSF-aligned platform

WebXR Spatial Computing. Gesture-driven, context-aware human–AI interaction.

A spatial computing framework centered on gesture and context, with large language models inside the environment rather than beside it.

2025 · Research framework

MaayaWay Magic Mirror. A gesture-controlled agentic surface.

A custom hardware interface on NVIDIA Jetson Orin Nano and Mac: a gesture-controlled interactive smart mirror with agentic capabilities.

2025 · Built system

Generative Lexical-Visual System. From definition to scene.

A framework that uses large language models to translate abstract dictionary definitions into concrete, illustrative visual scene descriptions.

2025 · Computational framework

• — Lead doctoral research on identification-constrained navigation and multi-provider mapping systems, including ICCN/Aether Braid prototypes and a continuous six-provider ETA benchmark.
• — Design and evaluate the NSF CLEAR-AI platform for critical AI literacy in secondary financial education, spanning multi-agent critique scoring, teacher analytics, and IRB-compliant data collection.
• — Develop execution-grounded research tooling including multi-agent co-scientist loops and specialist-model lattices to support literature review, experiment logging, and model integrity.

• — Manage and maintain data integrity within a large-scale insurance system, ensuring high accuracy for healthcare claims processing.
• — Streamline data-centric workflows and resolve complex discrepancies in patient and insurance billing information.
• — Contribute to revenue cycle management by administering data for timely and accurate submissions.

• — Developed, tested, and deployed software modules using Python within an Azure Databricks environment.
• — Participated in the full software development lifecycle, from design and implementation to debugging and maintenance.

• — Engineered and customized Shopify ecommerce platforms, developing front-end themes (Liquid, HTML, CSS, JavaScript) and custom back-end applications.
• — Utilized Microsoft Azure cloud services for hosting, scaling applications, and managing databases to support and extend Shopify stores.

• — Provided technical expertise for the strategic planning and implementation of statewide emerging technology initiatives, including blockchain and AI.
• — Advised government agencies on the integration of new technologies to enhance operational efficiency and public service delivery.
• — Analyzed complex systems to develop project roadmaps and policy recommendations.
• — Written Space-tech framework and AI Framework for the State Government under the Emerging Tech Wing.

• — Contributed to the development of a blockchain protocol, focusing on backend logic and application performance.
• — Collaborated in a research-oriented environment to explore and implement novel features for decentralized applications.

• — Conducted market research and data analysis to identify trends in the events industry.
• — Developed analytical models to assess event performance and forecast attendance.
• — Prepared and presented research findings to senior management.