Deep technical execution, LLM benchmarking, vector search, RAG, and machine learning systems.
Designing a Lean, Edge‑Native NL2SQL Pipeline: Architecture Choices
software development
free-tier
evaluation
LLM
database
Cloudflare
Talk to your eBird Data - Build an AI‑Powered eBird Explorer with NL2SQL on Cloudflare Workers
AI
NLP
LLM
software development
birding
database
Cloudflare
Perform embedding similarity search with Free-Tier Oracle Autonomous Database 26ai
Oracle Cloud
free-tier
database
information retrieval
LLM
End-to-end Observability on OCI Free-Tier for llama-server Metrics
Oracle Cloud
devops
LLM
free-tier
Build a birding trip planner using Cloudflare Pages Functions & eBird/ GBIF APIs
software development
birding
Cloudflare
Benchmarking CPU-only LLM Inference: Prompt Variation
AI
LLM
evaluation
Serving Plamo-2-Translate LLM for Japanese-English Translation on Oracle Ampere VM
AI
LLM
Japanese language
NLP
Convert and quantize LLM models with Ampere optimized llama.cpp container
AI
LLM
Oracle Cloud
How to run llama.cpp on Arm-based Ampere with Oracle Linux
LLM
Oracle Cloud
Serve and inference with local LLMs via Ollama & Docker Model Runner in Oracle Ampere
AI
LLM
software development
Oracle Cloud
Running LLMs locally on Ampere A1 Linux VM: Comparing options
AI
LLM
evaluation
Oracle Cloud
Performance benchmarking of embedding similarity search: ChromaDB vs. PostgreSQL pgvector
AI
database
machine learning
evaluation
information retrieval
Perform multimodal and spatial search using PostgreSQL as a vector db
AI
machine learning
LLM
software development
information retrieval
database
Setting up PostgreSQL for vector search in Windows Linux Subsystem
software development
Linux
database
Japanese NLP: Challenges, Latest Developments in LLMs, and Business Opportunities
AI
machine learning
Japan
Japanese language
NLP
software development
LLM
Evaluate threshold and density-based clustering algorithms with parameter tuning
evaluation
software development
machine learning
Perform multimodal image search and visualization using CLIP, ChromaDB, UMAP and Bokeh
AI
machine learning
LLM
software development
information retrieval
Generate meaningful insights from Japanese content with Topic Modeling using BERTopic
AI
machine learning
Japan
Japanese language
NLP
software development
LLM
information retrieval
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