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Delivering ML and Gen AI Solutions

At By the Sun AI, our goal is to build long-term relationships with small and mid-sized businesses by delivering innovative and secure Machine Learning and Generative AI solutions, as well as building robust infrastructure on cloud platforms such as AWS, GCP, and Azure.

Why are we different?

Our extensive experience is complemented by a focus on understanding our clients’ business context, establishing measurable business metrics, and building trusted relationships with stakeholders.

Our Clients

Over the years, we have delivered tailored solutions for companies such as:

  • Echo Logistics (logistics optimization)
  • Bridgestone Americas (marketing and finance data management and analytics)
  • Opportunity AI (food and beverage data management and analytics)
  • Intelligence Exchange
  • Mall Cloud Company

Experience Highlights

Generative AI & Machine Learning

  • LLM: Fine-tuning, embedding, distillation of models such as ChatGPT, Mistral, Falcon, Llama 3, and x.AI.
  • LLM Platforms: AWS Bedrock, Azure AI Studio, Hugging Face, Nvidia AI.
  • ML: Scikit-learn, PyTorch, TensorFlow.
  • ML Platforms: AWS SageMaker, Databricks.

DevOps and Infrastructure

  • AWS: Glue, Lambda, Step Functions, Athena, Elastic Kubernetes Service (EKS), EMR, RDS, CloudWatch, CloudFormation, Elastic Beanstalk.
  • Microsoft Azure: AI Studio, Kubernetes Service (AKS), SQL Database, Microsoft Graph Data Connect.
  • CI/CD: GitHub, GitLab, AWS CodeCommit.
  • Logging and Monitoring: ELK, Prometheus, AWS CloudWatch, Grafana, Sentry.

Security

Auth0, AWS IAM, Identity Center, AWS Organizations, Azure Active Directory.

Software Development

Python, Java, Golang, Node.js, JavaScript, TypeScript, React.js.

Key Projects

  1. An analytical platform for revenue forecasting and targeted sales in the food industry (Generative AI, Federated Learning).
  2. A BI and web platform with centralized authentication, reducing delivery timelines and increasing solution reusability.
  3. A logistics application for calculating rates across extended U.S. ZIP code zones.
  4. A platform for analytics and forecasting in marketing and finance for multiple Bridgestone Americas entities.
    • Integrations: Adobe Campaign Standard, Adobe Analytics, Google Ads, Google My Business, Alteryx, Marchex.
    • Additionally: Built an independent monitoring subsystem with alerts and year-over-year (YoY) and week-over-week (WoW) metrics.
  5. An investment-oriented platform connecting business leaders, Data Scientists, and investors to develop and scale ML solutions with funding and royalty support.
    • Technically: Multi-layered authorization (RBAC, ABAC, ACL), isolated cloud development environments using Jupyter Notebook and Kubernetes, tools for deploying batch and real-time services, and ML pipeline monitoring.