Articles
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Building a Production-Ready Prompt Engine: How I Designed a System That Handles Everything from Dynamic Templates to Multi-Layer Guardrails
Read more: Building a Production-Ready Prompt Engine: How I Designed a System That Handles Everything from Dynamic Templates to Multi-Layer GuardrailsA behind-the-scenes look at how I designed and built a production-ready prompt engine—from dynamic templates and reusable components to multi-layer guardrails, structured output, and parallel execution. This architecture powers real-world AI assistants, agents, and workflow systems.
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Bringing Computer Vision to the Edge: How I Cut Real-Time Similarity Search Battery Usage by 50%
Read more: Bringing Computer Vision to the Edge: How I Cut Real-Time Similarity Search Battery Usage by 50%Building real-time computer vision on low-end mobile devices comes with unique challenges—especially when every second of inference drains battery. In this deep dive, I share how I optimized similarity search using HNSW, hybrid re-ranking, and edge-focused techniques to cut battery usage by over 50% while keeping accuracy nearly perfect.
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NI Tech Awards 2025: Belfast’s Tech Ecosystem Has Its Moment
Read more: NI Tech Awards 2025: Belfast’s Tech Ecosystem Has Its MomentThe inaugural NI Tech Awards 2025 lit up Belfast with energy, community, and recognition for Northern Ireland’s brightest tech talent. For me, it was the first time experiencing this ecosystem’s brilliance — and it reminded me of the award nights I once attended (and even won at) back in Sri Lanka, years ago.
