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Georgia IT, Inc. Tech Stack

ML ops and credit risk analytics platform for financial services

IT Services and IT Consulting Alpharetta, GA 51–200 employees Founded 2007 Privately Held

Georgia IT has shifted from traditional IT consulting into machine-learning infrastructure and financial analytics. The stack reveals a modern data science operation—Python, TensorFlow, PyTorch, Kubernetes, Kafka, BigQuery, Databricks—with heavy investment in MLOps tooling (Airflow, MLflow, Kubeflow) and vector databases (Pinecone, Milvus, Weaviate). Active projects cluster around fraud detection, credit scoring, and predictive underwriting, while pain points center on scaling ML infrastructure and governance. Hiring velocity is accelerating with five senior-level roles open, weighted heavily toward data (80%), suggesting a transition from IT services delivery into a data-product business.

Tech Stack 37 technologies

Core StackPython Java TensorFlow PyTorch scikit-learn SageMaker Vertex AI Kubernetes Docker Kubeflow MLflow Apache Airflow Jenkins Pinecone Weaviate Apache Spark Kafka Databricks Looker BigQuery C Keras Azure AI Studio Milvus REST API Google Data Studio SQL GCP Google Cloud Functions Pub/Sub+5 more

ReplacingOracle Database MySQL

What Georgia IT, Inc. Is Building

◆Challenges

Scalable ai infrastructure
Mlops pipeline automation
Data governance compliance
Optimizing risk models
Reducing fraud
Improving underwriting decisions
Credit risk assessment
Migration from rdbms to nosql
Improving credit risk modeling

▲Active Projects

Mlops pipeline automation
Ai model integration into production
Data governance compliance
Develop dashboards for credit risk
Build predictive models for fraud detection
Optimize risk models for credit scoring
Predictive analytics for credit products

Hiring Activity

Accelerating5 roles · 2 in 30d

Department

Data

4

Engineering

1

Seniority

Senior

5

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About Georgia IT, Inc.

Georgia IT, founded in 2007 and based in Alpharetta, GA, is a 51–200 person IT services and consulting firm that has evolved into financial-services technology. Beyond legacy IT consulting—network design, virtualization, disaster recovery—the company now builds machine-learning pipelines and risk-analytics products for credit and fraud use cases. Core competencies include MLOps automation, data governance, and predictive modeling on cloud infrastructure (GCP, Databricks). The company is replacing legacy relational databases (Oracle, MySQL) with modern data warehousing and NoSQL approaches, reflecting a move away from monolithic IT infrastructure work toward AI-driven product development.

HeadquartersAlpharetta, GA

Company Size51–200 employees

Founded2007

Hiring MarketsBrazil, Canada

Frequently Asked Questions

What tech stack does Georgia IT use?

Python, Java, TensorFlow, PyTorch, Kubernetes, Docker, Kafka, BigQuery, Databricks, Apache Airflow, MLflow, Pinecale, Milvus, Google Cloud Platform, and Looker. They are migrating from Oracle Database and MySQL.

What is Georgia IT working on?

MLOps pipeline automation, AI model integration, fraud detection, credit risk modeling, predictive underwriting dashboards, and data governance compliance for financial products.