GeoGizmodo
Explore the Wonders of Modeling + AI
Our Passion for Innovation
At GeoGizmodo, we are driven by an unwavering passion for developing groundbreaking products that harness the transformative power of Machine Learning, Artificial Intelligence, and advanced Modeling techniques. Our mission goes beyond creating technology – we're dedicated to building solutions that enhance societal welfare, improve safety for all, and promote environmental health. Every product we develop is guided by our commitment to innovation with purpose, combining cutting-edge AI capabilities with real-world applications that make a meaningful difference in people's lives and communities.
🏆 SBIR Phase 1 Award Winners
Small Business Innovation Research Program
We are proud winners of the prestigious SBIR (Small Business Innovation Research) award from the US Air Force for our groundbreaking development of predictive maintenance techniques for military vehicles using Machine Learning and Generative AI. This recognition validates our innovative approach to combining advanced AI technologies with real-world defense applications.
Innovation Recognized by the DoD (US Air Force)
Our SBIR award validates our expertise in combining advanced modeling techniques with cutting-edge artificial intelligence. This revolutionary combination is transforming how we visualize, analyze, and interact with complex data - from military vehicle predictive maintenance to architectural visualization and scientific simulations. The fusion of modeling and AI opens up unprecedented possibilities for creativity, accuracy, and innovation across defense and civilian applications.
Who We Are
GeoGizmodo was founded to use modeling, AI, and ML to build innovative solutions with lasting impact; guided by a mission to enhance societal welfare, safety for all, and environmental health. We are industry and agency agnostic, leveraging insights from experts to push the boundaries of technology.
Aneesh Hariharan
Title: Owner and Founder, GeoGizmodo LLC
It all began with a simple idea in October 2024. Whether you're dreaming of launching a business, transforming a passion into something larger, or sharing a creative project with the world, sometimes all you need is time and determination.
Education: MS Applied Math, UW Seattle and MS Math and Stat, Auburn University
Achievements: One granted patent and three patent-pending applications
Current role: Technical instructor at AWS a teaching ML and GenAI courses. As of Jan 2025, teaching at Amazon Cloud Institute (ACI).
Key Personnel
Dr. Aditya Khanna (Scientific consultant)
Title: Associate Professor of Behavioral and Social Sciences, Brown University School of Public Health
Expertise: Computational social scientist specializing in modeling biobehavioral health systems to inform policy initiatives to achieve health equity. Uses network analysis, agent-based modeling and predictive analytics focusing on HIV prevention, substance use behaviors, incarceration, breast cancer screening, and COVID-19.
Education: Ph.D. in Quantitative Ecology and M.S. in Statistics from University of Washington
Current work: Leading modeling efforts for Getting to Zero HIV Elimination initiative in Illinois, partnering with health departments in Los Angeles and Houston
Dr. Kathryn Lindsey (Scientific consultant)
Title: Associate Professor, Department of Mathematics, Boston College
Office: 567 Maloney Hall, Boston College
Expertise: Mathematical foundations of deep learning theory and dynamical systems with connections to geometry/topology. Her research investigates the geometric foundations of deep learning theory, focusing on feedforward ReLU neural networks and finitely piecewise linear functions. Also specializes in topological entropy and Thurston sets in dynamical systems.
Key Research Areas:
  • Mathematical foundations of deep learning theory
  • Dynamical systems with connections to geometry/topology
  • ReLU neural networks and functional dimension
  • Topological entropy and complex dynamical systems
Notable Work: Co-authored research on "Hidden symmetries of ReLU neural networks" and "Functional dimension and moduli spaces of ReLU neural networks." Has published extensively on Julia sets, polynomial dynamics, and mathematical modeling.
Email: lindseka at bc dot edu
Alex Zare
Title: Amazon Cloud Institute Graduate & Cloud Solutions Expert
Background: Transitioning from Project Leadership to Cloud Innovation. After 7+ years successfully delivering complex, multimillion-dollar projects in construction and healthcare, now channeling passion for problem-solving into cloud technology and full stack development.
Education: AWS Cloud Institute program (graduating September 2025)
Expertise:
  • AWS architecture and infrastructure as code (IaC)
  • Complex project management from conception to delivery
  • DevOps, cloud automation, and secure solution design
  • Serverless computing, CI/CD pipelines, and scalable cloud architectures
Experience: Strong foundation in stakeholder management and system optimization, combined with cutting-edge cloud solutions and real-world application through labs, capstone projects, and personal cloud applications.
Daniel Sheeler (Scientific consultant)
Education: MS in Computer Science and BA in Physics from The University of Chicago
Experience: Over twenty years of software development experience.
Background: Often working in academic settings, involved in numerically modeling supernovas on massively parallel distributed computing systems. Contributed to Linux kernel device drivers in a lab studying song birds, many open source Linux Audio projects, and written C++ and Python in support of public health intervention simulations. Most recently worked as a full-stack developer.
Fun Stuff: The 7 Apps/7 Week Challenge (youtube.com/@harihas1)
01
Week 1: CableSnap
AI-powered cable identification app. Take a picture, get instant product details with Amazon links. Successfully deployed to iOS App Store with full backend on AWS Lambda, API Gateway, and Bedrock integration.
02
Week 2: LayoverGenie
Travel companion app for managing layovers and connecting flights. Built with modern cloud architecture and user-friendly interface. Available on the App Store
03
Week 4: MovieMagicReviewer
Next-gen movie and TV show review platform with Kubernetes-powered backend on Amazon EKS. Features real-time metadata, cast highlights, streaming availability, and GenAI-powered summaries using Amazon Bedrock. Available on the App Store
04
Weeks 3, 5-7: Additional Innovative Applications
Additional innovative applications showcasing diverse AI and cloud technologies, each solving unique real-world problems.
SBIR-Winning AI Technology
Predictive Maintenance
Our award-winning AI algorithms predict vehicle maintenance needs for military applications, reducing downtime and improving operational readiness.
Defense Applications
Machine learning models analyze equipment performance patterns and predict failures before they occur, ensuring mission-critical reliability.
Scalable Solutions
Technology developed for military vehicles scales to civilian applications, from construction equipment to consumer devices.
Applications Across Industries
Defense & Military
SBIR-winning predictive maintenance for military vehicles using ML and GenAI, ensuring operational readiness and mission success.
Home Design & Architecture (modifai.com)
ModifAI revolutionizes home design with AI-powered visualization and realistic paint color transformations.
Career & Recruitment (archived)
Career Magician eliminates ghost jobs and bridges the gap between recruiters and candidates with transparent hiring processes.
Education & Tutorials (youtube.com/@harihas1)
Our 7 Apps/7 Week Challenge demonstrates our commitment to educating developers on the latest tech advancements. Through hands-on tutorials and real-world app development, we share knowledge on AI, cloud architecture, and modern development practices.
Innovation Metrics
1
SBIR Award
US Air Force recognition for predictive maintenance innovation
1
Patent Awarded
US Patent #11170536 for 'Systems and methods for home improvement visualization' using neural networks
3
Patents Pending
Additional patent applications filed for innovative AI and modeling technologies
Expert
Scientific Panel
Collaboration with leading academics from Brown University and Boston College
Join the GeoGizmodo Innovation Journey
Ready to explore the incredible possibilities of SBIR-winning AI technology? Join the GeoGizmodo community and discover how our award-winning fusion of artificial intelligence and advanced modeling techniques can transform your projects. From military-grade predictive maintenance to revolutionary home design tools, our innovations are reshaping industries and creating new possibilities for the future.
Contact us: hello@geogizmodoapp.com for any collaboration or consulting requests.