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Halo Media Tech Stack
Digital agency building AI-validated products at scale
Halo Media is a 350+ person digital agency built around design, engineering, and strategy for Fortune 50 and startup clients. The tech stack reveals a dual-track operation: a traditional web/mobile foundation (React, Next.js, C#, .NET) alongside heavy data and AI infrastructure (Snowflake, Redshift, Databricks, OpenAI, Anthropic, RAG). Active projects cluster tightly around AI validation, bias detection, data quality, and LLM integration—suggesting the agency is pivoting from services-as-usual into AI product delivery, with manual testing and AI output accuracy as near-term blockers.
Tech Stack 57 technologies
Core StackC# .NET Next.js React Docker Kubernetes Python Selenium RAG JavaScript Hadoop Apache Spark Snowflake Redshift Databricks OpenAI Anthropic Playwright pytest unittest R Shiny dplyr ggplot2 Plotly Posit Connect Git SQL Azure AI WebdriverIO+27 more
What Halo Media Is Building
◆Challenges
- Manual testing inefficiencies
- Ensuring accuracy of ai outputs
- Maintaining integrity of ai-driven products
- Scaling ai response latency
- Data governance for ai
- Bias mitigation in ai datasets
- Crm migrations
- Third‑party app integrations
▲Active Projects
- Ai validation framework development
- Bias detection and mitigation process
- Data quality metrics and monitoring system
- Building scalable data pipelines for unstructured data
- Implementing vector search retrieval logic
- Integrating llm providers with internal data sources
- Api and ui test automation
- Cms workflow testing
- Aws lambda and s3 qa validation
- Api test suite development
Hiring Activity
10 roles · 7 in 30d
Department
Seniority
Company intelligence
