Thway AI LLC — AI Research & Consultation

01 — What We Do

Services

We operate at the intersection of AI research and real-world application, delivering both proprietary technology and strategic consultation.

AI Research & Development

Developing novel AI architectures that prioritize energy efficiency and sustainability. Our flagship research focuses on energy-aware neural networks that reduce computational costs while maintaining state-of-the-art performance.

Neural Networks Energy-Aware AI Patent-Pending

AI Consultation

Strategic advisory services for organizations looking to implement, optimize, or scale AI solutions. From architecture reviews to full AI strategy development, we bring deep technical expertise paired with business acumen.

Strategy Architecture Implementation

Custom AI Solutions

End-to-end development of bespoke AI applications tailored to your needs from proof-of-concept through production deployment. Specializing in solutions that bridge the gap between cutting-edge research and practical business value.

PoC Development ML Pipelines Deployment

02 — Our Research

Featured Technology

Pushing the boundaries of what’s possible with efficient, sustainable AI.

Energy-Aware Neural Networks

Our proprietary research tackles one of AI’s most pressing challenges: the massive energy footprint of modern neural network training and inference. By integrating energy-awareness directly into the network architecture, we achieve significant computational savings without sacrificing accuracy.

This technology has applications across edge computing, IoT devices, large-scale model deployment, and sustainable AI infrastructure anywhere computational efficiency matters.

✓ Reduced computational cost

✓ Maintained model accuracy

✓ Edge-device optimized

✓ Provisional patent filing

✓ Sustainability-focused

✓ Scalable architecture

03 — Work With Us

Engagement Models

Flexible consulting arrangements designed to match the scope and pace of your AI initiatives.

Hourly Advisory

$200

per hour

Ideal for advisory calls, code reviews, architecture audits, and targeted technical guidance. Minimum 3-hour engagement.

Recommended

Project-Based

Custom

scoped per engagement

Fixed-fee engagements for well-defined deliverables such as feasibility studies, PoC builds, AI strategy documents, and architecture designs. 50% upfront, 50% on delivery.

04 — About

Founded by an Engineer

Thway AI LLC was founded by Thiha Thway, an engineer who bridges the worlds of engineering, AI research, and business strategy.

With graduate degrees from Drexel University (M.Sc. Chemical Engineering & MBA), doctoral research at Penn State on AI-integrated sustainable design, and industry experience at companies including GlaxoSmithKline, Chemours, Air Liquide, and Sun Chemical, Thiha brings a uniquely multidisciplinary perspective to AI challenges.

Based in New York, Thway AI LLC is committed to developing AI technologies that are powerful, efficient, scalable and sustainable.

D.Eng. Candidate PMP® Lean Six Sigma Black Belt M.Sc. ChemE MBA

05 — Connect

Let’s Build Together

Whether you’re exploring AI strategy, need expert consultation, or want to discuss collaboration, we’d love to hear from you.

thiha.thway@thwayai.com LinkedIn thihathway.com