metadata
title: Darmm AI Ecosystem
emoji: 🌖
colorFrom: red
colorTo: pink
sdk: docker
pinned: false
🌖 Darmm AI Ecosystem
Engineering the future of Sovereign AI & Agentic Systems for Central Asia.
Darmm is a high-performance AI ecosystem founded by R3iwan. We specialize in state-of-the-art NLP, ASR, and TTS solutions tailored for the Kazakh and Russian languages. Our philosophy is rooted in "Hard Pass" engineering excellence and infrastructure-level optimization.
🏗 Our Hubs
- darmm.kz: Main B2B gateway and Strategic AI Consulting.
- labs.darmm.kz: Our R&D powerhouse. Focus: CUDA kernels, vLLM throughput optimization, and custom Voice AI.
- academy.darmm.kz: High-stakes AI/ML LMS. Only 90%+ scores/code-review pass rates allowed.
🛠 Tech Stack & Expertise
We don't just consume APIs; we build the backbone:
- Inference & Optimization: vLLM, TensorRT-LLM, FlashAttention-2, Quantization (FP8, AWQ, GGUF).
- Voice Intelligence: Real-time TTS (sub-100ms latency) and regional-specific ASR.
- Training: SFT, DPO/PPO, LoRA/QLoRA on massive localized datasets.
- Retrieval: Advanced GraphRAG and Agentic workflows for enterprise-grade precision.
- Compute: Deep knowledge of CUDA, Triton, and efficient GPU resource orchestration.
🇰🇿 The Kazakh Language Mission
Our core mission is to solve the "low-resource language" problem. We curate proprietary datasets and fine-tune models that capture the cultural nuance, legal specificity, and phonetic richness of the Kazakh language.
Building at the intersection of performance and cultural identity. Join us in shaping the Central Asian AI landscape.