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Dawn Andrei PamesaDP
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Dawn Andrei Pamesa

@dawnandreipamesa

AI/ML Engineer building GPU-optimized models for AMD MI300X and RAG systems with reliable, low-latency retrieval.

Philippines
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At FlyRank AI, I engineered automated machine-learning pipelines to clean, transform, and analyze datasets for executive decision-making. The work streamlined data operations and supported executive BI dashboards.

On ForgeAI, I built a seven-phase model compression platform for AMD Instinct MI300X GPUs using ROCm. It reduced VRAM consumption by 60%+ and doubled QPS throughput.

I built Sophy, a stateful RAG study engine that combines Groq/Llama generation with NVIDIA NIM/Qwen validation. ChromaDB metadata filtering and an OCR fallback helped deliver structurally validated content and offline resilience.

At Dzuka Agri, where I’m Co-Founder & Lead Backend Engineer, I lead backend architecture, REST API design, geospatial data ingestion, and multi-agent coordination for agricultural telemetry. I’m studying Computer Science with a Data Science specialization at FEU Tech as a 100% SM Foundation Scholar.

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FEU Institute of Technology logoFT

FEU Institute of Technology

Bachelor of Science, Computer Science

Pursuing a Bachelor of Science in Computer Science with a Data Science Specialization, expected to graduate in July 2028. Recipient of a 100% SM Foundation Scholarship.

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