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Dhakma: AI/ML Platform Engineering for Enterprise Scale
We help organizations navigate the technical and strategic challenges of deploying AI/ML systems at production scale. Led by Dr. Tharindu Mathew (PhD Computer Science, ex-Microsoft Azure), we bring a unique combination of cutting-edge research expertise and hyperscale infrastructure experience.
What We Do:
- LLM Deployment Strategy: Architecture design, cost optimization, build-vs-buy analysis
- RAG System Implementation: Vector databases, chunking strategies, retrieval optimization
- Multi-Agent Orchestration: Framework selection, coordination patterns, failure handling
- Edge AI Solutions: NVIDIA Jetson deployment, quantization, sub-200ms latency optimization
- Azure Cloud Architecture: Platform design, distributed systems, performance tuning
- Computer Vision Systems: 3D object detection, instance segmentation, synthetic data pipelines
Notable Impact:
- $1B+ cost savings delivered through Azure infrastructure optimization
- 42% memory reduction and 50% latency improvement in critical distributed systems
- Managed hyperscale infrastructure across Azure's entire Core Platform fleet
- Autonomous vehicle perception systems (Uber ATG experience)
Ideal Clients:
- Organizations evaluating LLM deployment strategies (self-hosted vs. API, open-source vs. commercial)
- Companies architecting RAG systems and need expert guidance on technical decisions
- Enterprises planning Azure migrations or optimizing existing cloud infrastructure
- Technical due diligence for AI/ML startups (investors and acquirers)
- Edge AI deployment projects requiring hardware selection and optimization expertise
Why Work With Us:
We don't just understand the research papers- we've deployed these systems at Microsoft Azure scale. Our engagements focus on real-world constraints: cost,latency,reliability, and maintainability.
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Min project size
$10,000+
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Hourly rate
$200 - $300 / hr
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Employees
2 - 9
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Year founded
Founded 2025
Service Lines
- AI Consulting
- 45%
- AI Development
- 30%
Select Focus Area
- AI Expertise
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- Machine Learning
- 35%
- Computer Vision
- 30%
- Robotics
- 5%
- Application Platforms
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- Azure Platform
- 40%
- Linux server
- 30%
- Other app platform
- 20%
- Amazon Application Development Framework
- 5%
- Cloud Computing Focus
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- Google Cloud
- 10%
- AI Consulting Focus
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- AI Strategy
- 45%
- AI Deployment
- 35%
- AI Maturation
- 15%
- AI Technologies & Models
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- Open AI GPT-3
- 30%
- Anthropic
- 20%
- Stable Diffusion
- 20%
- Hugging Face Bloom
- 15%
- Open AI Dall-E 2
- 10%
- Meta Make-a-Video
- 5%
- AWS Consulting Services
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- AWS Machine Learning
- 40%
- AWS DevOps
- 25%
- AWS Migrations
- 15%
- AWS Analytics
- 10%
- AWS Security
- 10%
- Azure Consulting Services
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- Azure AI & Machine Learning
- 30%
- Azure Management & Governance
- 30%
- Azure DevOps
- 20%
- Azure Security
- 15%
- Azure Development
- 5%
- Programming & Scripting
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- Python
- 60%
- C++
- 25%
- SQL
- 10%
- JavaScript
- 5%
Industries
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Clients
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