2022/08 - Current. Fractional Chief Technology Officer (CTO). iNSUPPLi.com
Statistics, Roles, & Responsibilities
Design, document, develop, build, release, and maintain mobile application addressing industrial supply chain industry needs through mobile and server-based applications providing industrial supply parts catalogs from industry leading and independent distributors, including Fastenal, Grainger, Zoro, McMaster, Mars Supply, Quotebeam, and many others. As CTO and architect, data science specialist, and senior lead developer, directly reporting to CEO and COO. Built and managed local, remote, on-and-off-shore developers and all other technical staff. iNSUPPLi is a startup that provides a custom-built platform addressing the urgent needs of the Industrial Supply chain and related industries for end-users. Most information under NDA. Created and implemented methodologies, documentation, staffing, technical resources, change control, and more. Responsible for competitive innovation as well as internal infrastructure stability and scalability.
Relevant daily technologies:
- iOS and Android Mobile Platform Development & Production: Google Cloud Platform (GCP), MongoDB (cloud, Atlas, Compass), github, Gitlab, git, Bitbucket, and Gitea, Middleware API server written in JavaScript, Node.js, React, RESTful API, npm, nvm, Lerna.
- Initial design, development supervision, and later integration of separately custom-built iNSUPPLi iOS and Android mobile application with the enterprise web platform infrastructure and datastores.
- Ubuntu and Debian Linux, iOS native, Android native, XCode, Testflight.
- Project Management tools: Atlassian: Trello, Jira, Confluence.
- Slack, O365, MS Teams, Sharepoint, Miro, Hubspot.
- Firebase, MongoDB Atlas, MongoDB on-prem, flatfile.com, Zyte scraping, Mongoose, MongoDB Compass, Mongo Shell, Mongo CLI,
- Data science tools including R Language, Python, Altova Mission Kit, Mapforce, XMLSpy, StyleVision, UModel, Database Spy, DiffDog, Schema Agent, Enterprise and server data and business intelligence (BI) analysis tools.
- Enterprise Resource Planning (ERP): ERPNext, Odoo, Xwiki, Content Management Systems (CMS): Plone (Python), OpenCMS (Java), Django, Django-cms, Wordpress (PHP), Plone CMS, OpenERP, Odoo ERP.
- Automatic Speech Recognition (ASR), Machine Learning (ML), Neural Network / Deep Neural Network (NN / DNN), Artificial Intelligence (AI, self-hosted and developed as well as ChatGPT and other implementations), Artificial Intelligence (AI), Machine Learning (ML), Deep Learning (DL), multi-layered artificial neural networks (NN) and deep neural networks (DNN), Feedforward NN (FNN), backpropagation, Stochastic Gradient Descent (SGD), momentum, attention mechanisms, Recurrent NN (RNN), Backpropatation Through Time (BPTT), Convolutional NN (CNN), Rectified Linear Unit (ReLU), Gated Recurrent Units (GRU), Long Short-Term Memory Networks (LSTM), Transformers, Natural Language Processing (NLP), Automatic Speech Recognition (ASR), TensorFlow (TF), Keras, PyTorch, Apache MXNet, Jupyter, Collab, NumPy, matplotlib, Pandas, SciPy, Scikit-learn, Google Cloud AI Platform, Amazon SageMaker, IBM Watson and Watson Studio, adaptive learning rate techniques, AdaGrad, RMSprop, Adaptive Moment Estimation (“Adam”), autoencoders, Variational Autoencoder(s) (VAE / VAEs), Generative Adversarial Network(s) (GAN / GANs), conditional generative adversarial network(s) (cGAN / cGANs), Pix2Pix, CycleGAN, Reinforcement Learning (RL), Q-learning, Deep Q-Networks (DQN), Transfer Learning techniques, feature-based transfer learning, model-based transfer learning, multi-task learning, flow-based modeling, normalizing flows, density estimation, generative modeling, variational inference, Real Non-Volume Preserving (Real NVP), Glow, Masked Autoregressive Flow (MAF), i-ResNet, Generative Pre-trained Transformer (GPT) model, Bidirectional Encoder Representations from Transformers (BERT) model, Explainable AI (XAI) model-agnostic and model-specific methods,
- AI ethics issues design, documentation and compliance for bias, fairness, transparency, explainability, privacy, security, legal, regulatory, governance, accountability, robustness, and safety.
- SSO, SAML, OAuth, OAuth2, OpenID Connect (OIDC) Federated Identity Management (FIM), fediverse communication, DBMS, RDBMS.
- R Language
- Hire and manage development and IT staff and contractors, on shore and offshore vendor contracts
Narrative
Coming Soon.