AI, IoT & Bitcoin Solutions — Tailored to Your Domain
Custom LLMs • Vision AI • Embedded Systems • Bitcoin & Lightning
Engineering Intelligence Across Domains
We design and deploy highly specialized Large Language Models, advanced image recognition pipelines, and IoT ecosystems leveraging ESP32, NVIDIA Jetson, and Bouffalo MCUs — with secure integration into Bitcoin and Lightning network infrastructures. Our solutions are crafted to meet specific industry, scientific, and operational needs, delivering measurable results and long-term scalability.
vinha.ai
- Custom LLMs with domain-specific fine-tuning
- Vision AI for agriculture, industry & medical
- Embedded AI on ESP32, NVIDIA Jetson, Bouffalo MCUs
- IoT systems with sensors, automation & control
- Bitcoin & Lightning integrations for payments & automation
Custom LLMs
We build and fine-tune language models on proprietary datasets to deeply understand your domain. Our LLMs deliver accurate, explainable, and context-aware responses — with the option for retrieval-augmented generation (RAG) and tool-calling capabilities. Deployable in cloud, on-prem, or edge environments with full security compliance.
- Fine-tuning, LoRA, adapters
- RAG with vector databases
- Custom toolchains and APIs
Custom Image Recognition
From drone-based agricultural monitoring to industrial defect detection, our computer vision systems cover the entire pipeline — data acquisition, labeling, model training, and deployment. We leverage YOLO, DeepLab, and vision transformers for detection, segmentation, and tracking, with edge inference on ESP32, NVIDIA Jetson, and Bouffalo MCUs.
- High-accuracy detection & segmentation
- Synthetic data generation for rare cases
- Deployment on microcontrollers & GPUs
Bitcoin Solutions
We design secure, scalable systems leveraging Bitcoin Core for payment processing, transaction automation, and blockchain data integration. From micro-payments to large-scale settlement systems, we ensure reliability, low fees, and compliance.
- Full node integrations
- Transaction automation & APIs
- Blockchain data analytics
Lightning Network Solutions
We build Lightning-first payment experiences with near-instant transactions and minimal fees. Our solutions cover LNURL, keysend, micro-transactions, custodial/non-custodial flows, and integration into web, mobile, and IoT platforms.
- LNURL, invoices, and keysend
- Integration with IoT devices
- Micro-paywalls, bots, and webhooks