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Nkululeko Project
Data & AI
Python framework for detecting speaker characteristics via machine learning on audio data. Handles data loading, feature extraction, training, and evaluation.
Predictive Persona Performance
Data & AI
Predict persona performance in specific task contexts.
Vector Index Tuning
Data & AI
Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.
Settle & Grade Predictions
Data & AI
Compare predictions to actual results, update the feedback loop, and report ROI/P&L.
Agent-Driven Parameter Optimization
Data & AI
Guides optimization of configurable systems through bounded experiments with budget, baseline, and evidence-based recommendations.
Perplexity CLI
Data & AI
Search the web, ask questions, and run deep research using Perplexity.ai from the terminal. Includes real-time finance data with citations.
Yandex Direct Query Negative Mining
Data & AI
Analyze Yandex search queries to identify negative keywords, match intent, and preserve valuable traffic in PPC campaigns.
Figforge Gen: Image Generation & Editing
Data & AI
Generate and edit images using gpt-image-2 via CLIProxyAPI. Supports text-to-image and image editing with natural language prompts.
Business Validation
Data & AI
Structured approach to validate business opportunities, separate evidence, run experiments, and make data-driven decisions.
Brain Sync
Data & AI
Keeps Memory MCP (cerebellum) and Obsidian (brain) in sync without duplication. Auto-extracts triggers and relations for fast reflexes.
Statistical Analysis Planning
Data & AI
Routes a research question to the appropriate statistical family and produces a hierarchical model sequence from null to fully specified.
LangChain/LangGraph Agent Development Expert
Data & AI
Expert guidance for building production-grade AI agents using LangChain 0.1+ and LangGraph, including RAG, memory systems, and multi-agent orchestration.