The Company — Redefining Embedded Intelligence
Tweaklogic is a full-stack embedded software and AI operations partner, delivering secure embedded systems, custom operating platforms, OTA infrastructure, and Edge AI pipelines for a wide variety of industries. We build the critical infrastructure behind modern intelligent systems, engineered for reliable, real-world deployment at scale.
We bridge the gap between firmware engineering, secure operating systems, cloud orchestration, and Edge AI—enabling organisations to innovate without being constrained by infrastructure fragility, security risk, or deployment complexity.
Our work transforms embedded platforms—from drones to industrial and defence-grade devices—into secure, scalable, and continuously evolving systems designed to operate reliably in the harshest environments.
About us
Who Are We For?
We partner with organizations that build or operate mission-critical embedded systems where reliability, security, and long-term maintainability matter more than quick demonstrations.
What We Don’t Do?
We don’t sell off-the-shelf hardware, dashboards without systems thinking, or experimental prototypes without a path to production.
Why Us? - The Market Reality
The embedded and edge computing landscape is advancing rapidly, but not cleanly. Across industrial, defense, energy, and autonomous systems, organizations face systemic challenges:
Aging infrastructure
Legacy embedded systems that cannot support modern AI workloads or secure update mechanisms.
Growing security threats
Firmware attacks and unverified code deployments are increasing year over year, exposing devices at the most vulnerable layer.
Fragmented Toolchains
Multiple vendors, disjointed workflows, and no unified OTA or MLOps strategy.
Edge deployment chaos
 AI models that perform well in labs but fail under real-world constraints – latency, power, bandwidth, and reliability
Talent scarcity
Very few teams understand both low-level embedded systems and full AI lifecycle management.
Our Role in the Ecosystem
We act as the glue between your Hardware, Cloud, and AI environments. Our modular architecture allows you to:
- Build/Secure your embedded OS with signed, encrypted firmware updates.
- Automate OTA delivery across distributed device fleets
- Train, version, and deploy AI models directly to the edge.
- Integrate manufacturing, MLOps, CI/CD, and telemetry into one continuous pipeline.
What We Do - The Foundation
Tweaklogic is a full-stack embedded software and AI operations partner delivering secure embedded systems, custom operating platforms, OTA infrastructure,eo.
1. End-to-end expertise across Embedded OS, Firmware, Cloud, and AI
2. Security by design: Chain of Trust and Cryptographic validation baked into every layer
3. Scalable architectures for 10 or 10,000+ devices
4. Ruggedized deployments builds for high-reliability and regulated environments
5. Vendor-agnostic systems with no forced lock-in
How We Work
The embedded and edge computing landscape is advancing rapidly, but not cleanly. Across industrial, defense, energy, and autonomous systems, organizations face systemic challenges:
Get Started
Architecture-first
Systems designed for longevity, scale, and compliance
Production-minded
Built for real deployments, not demos
Security-aware
Because embedded systems don’t get second chances
Partner-driven
We integrate with your teams, not replace them
How We Work
The embedded and edge computing landscape is advancing rapidly, but not cleanly. Across industrial, defense, energy, and autonomous systems, organizations face systemic challenges:
Get Started
Architecture-first
Systems designed for longevity, scale, and compliance
Production-minded
Built for real deployments, not demos
Security-Aware
Because embedded systems don’t get second chances
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Partner-Driven
We integrate with your teams, not replace them
Built by Engineers, driven by Strategy!
TweakLogic was founded by three professionals who understand both deep technology and business execution. Together, they merge expertise in Embedded systems, AI, and financial strategy to power a next-generation Embedded-AI ecosystem built for global scale.
We’re a cross-disciplinary group of embedded engineers, AI researchers, financial architects, cloud and security architects with roots in energy, automotive, defense, and cloud infrastructure
The TweakLogic Team
Subhajit Ghosh
Founder & Principal Engineer
Embedded OS
OTA frameworks
Secure Boot
System Reliability
Subhajit Ghosh is the founder of Tweaklogic and a seasoned engineering leader with extensive experience in embedded systems architecture, embedded Linux, and AI-enabled edge computing. He combines deep technical expertise with real-world engineering pragmatism, building secure, high-performance embedded and Edge AI solutions deployed in demanding field environments.
At the core of Subhajit’s approach is bridging the traditional divide between firmware, secure OS design, and scalable AI operations — enabling organisations to push innovation without being constrained by infrastructure fragility or deployment complexity.
Sandipan Ghosh
Co-Founder & Chief Architect
Systems architecture
Enterprise Integration
AI model lifecycle management
Sandipan leads the overall architecture and product strategy for TweakLogic, driving its focus on scalable OTA infrastructure and AI-driven embedded systems. With over a decade of experience in Salesforce architecture, platform engineering, and AI operations, Sandipan has built enterprise-grade solutions for organizations such as the Smithsonian, CollegeVine, and Marriott partners. He bridges cloud-native design and embedded security, ensuring TweakLogic’s systems can evolve seamlessly from the data center to the device edge.
Bhanu Kumar
Co-Founder & Head of Strategy & Finance
Corporate strategy
Finance
Business scaling
Bhanu anchors TweakLogic’s business, financial, and strategic direction.
An MBA in Finance from Rotman School of Management (University of Toronto) and a Chartered Financial Analyst (CFA), Bhanu brings deep insight into scaling capital-intensive technology ventures.
He bridges finance and innovation — ensuring that TweakLogic’s embedded-AI solutions are not only technically sound but also commercially viable and investment-ready.
Together, We Power the Future of Intelligent Systems
From secure firmware pipelines and AI deployment frameworks to financially sustainable operating models, our leadership team enables TweakLogic to deliver solutions that are:
- Technically resilient
- Economically scalable
- Operationally dependable
- Globally relevant
Our combined experience spans:
- Firmware and OS design (Linux, Zephyr, FreeRTOS)
- Secure OTA and device management (Mender, AWS IoT, Azure IoT, Greengrass)
- MLOps using ClearML, MLFlow, MLRun, EdgeImpulse platforms
- Vendor neutral HIL testing framework for Edge AI devices
General inquiries
info@tweaklogic.com
Quick Links
Our Offices
Tweaklogic USA
Rockwood, PA
Tweaklogic Australia
Adelaide, SA