B

business development

PersonaVenture is an open-source AI platform that helps individuals become entrepreneurs by leveraging their unique skills, talents, hobbies, and passions. It provides personalized mentorship, business planning, market insights, gamified challenges, and external tool integrations — all while keeping user data private with end-to-end encryption. Invest in yourself, unlock your potential, and build your future. https://roxanneardary.com/personaventure/

Vendra is an open-source, modular operating system for smart vending infrastructure. Designed to power the next generation of automated retail, Vendra combines machine management, inventory intelligence, AI optimization, payments, analytics, and customer engagement into a flexible platform built for transparency, interoperability, and data ownership. Licensed under AGPL-3.0+, Vendra enables operators and developers to build, customize, and extend smart vending solutions without vendor lock-in. https://roxanneardary.com/vendra/

DeepFiling AI is a nationwide business formation intelligence system that continuously monitors LLC and corporate registrations across all 50 U.S. states. It normalizes filings into a unified dataset, analyzes them in real time, and detects statistical anomalies, surges, and clustering patterns that may indicate emerging industries or unusual economic activity. The system flags deviations from historical norms and generates structured alerts for manual review, turning raw business registration data into actionable economic signals. https://roxanneardary.com/deepfiling-ai/

NextEquity is an open-source, AI-driven business simulation where players design, manage, and evolve companies inside a competitive market ecosystem shaped by automation, innovation, and workforce dynamics. The goal is to build profitable enterprises that remain resilient under pressure while ensuring that growth leads to shared prosperity rather than displacement. Through modular systems and emergent AI behavior, the simulation explores whether ethical, profit-sharing business models can outperform extractive ones and ultimately create an age of abundance for all.

Workforce Planning Intelligence for contact centers & BPOs — turn forecasts into linked, explainable capacity, hiring & interval staffing plans. Next.js + Supabase, Erlang C, two-factor shrinkage, hiring ramp, and an AI copilot (Minova). BEST WFM aligned.

OpenKernel is an AGPL-3.0+ operating kernel for human capability and trajectory intelligence, designed to transform skills, experience, and resources into structured, positive-sum creation paths. It helps individuals move from consumption to creation by mapping their capabilities into evolving opportunities, projects, and systems that generate long-term value for themselves and their communities while replacing extractive models with creation-driven ecosystems.

Targeted Website Traffic: Definition and How To Increase It

Learn what targeted website traffic means and discover practical strategies to boost it. Explore more here: GitLab Targeted Visitors.

QuFa (Data Quality and Fairness)

데이터 품질 평가기반 데이터 고도화 및 데이터셋 보정 기술 개발

(Development of data improvement and dataset correction technology based on data quality assessment)

QuFa (Data Quality and Fairness) > QuFa_dataReviewerServer

데이터 품질 평가기반 데이터 고도화 및 데이터셋 보정 기술 개발

(Development of data improvement and dataset correction technology based on data quality assessment)

QuFa (Data Quality and Fairness) > QuFa_dataReviewerClient

데이터 품질 평가기반 데이터 고도화 및 데이터셋 보정 기술 개발

(Development of data improvement and dataset correction technology based on data quality assessment)

QuFa (Data Quality and Fairness) > QuFa_dataHunter

데이터 품질 평가기반 데이터 고도화 및 데이터셋 보정 기술 개발

(Development of data improvement and dataset correction technology based on data quality assessment)