An education platform used by understaffed schools in South Africa, with a past-papers library for exam preparation.
FirebaseFirestore
Technical write-up Building
Systems, experiments, and tools for understanding how machine intelligence behaves outside a notebook.
An open benchmark harness comparing memory strategies for LLM agents — no memory, vector recall, summarization, and a future-value-scored memory policy — with a public leaderboard.
PythonOpenAI APIDuckDB
Technical write-up A high-throughput streaming pipeline that ingests live financial news, runs quantized FinBERT sentiment and entity extraction, and computes a real-time sentiment shock signal.
GoPythonKafkaONNXFinBERTPrometheusStreamlit
Technical write-up A fault-tolerant, sharded edge-network information retrieval engine built from scratch in Go — custom BM25 ranking, no Elasticsearch or Lucene.
GogRPCProtocol BuffersDockerBM25
Technical write-up AI-powered immigration guidance for F-1 students — hybrid RAG with personalized answers grounded in USCIS policy documents and user profiles.
PythonFastAPILangChainSupabasepgvectorClaudeStreamlit
Technical write-up End-to-end NLP pipeline for extracting structured financial metrics and sentiment from earnings reports and market news.
PythonJavaScriptHTMLCSS
Technical write-up