Data Science
We are leaders in industry research and
real-world applications
Joining you with cutting-edge strategies
These opportunities achieved more than $100MM in revenue.
We generated over $1MM by improving re-payment rates across the customer base.
We generated an additional $20MM in Net Present Value.
We Find the Highest-Caliber of Talent
We unlock the value of your data with custom machine learning solutions tailored to your business. Whether leveraging traditional statistical learning or cutting-edge GenAI/LLMs, our Data Scientists deliver the right solution for your challenges.
- Implemented time-series clustering and supervised classification to reduce customer churn, leading to targeted strategies that increased revenue and retention.
- Applied LLMs for semantic product recommendations in retail, ensuring robust model evaluation and monitoring using LLMs as a judge.
We combine deep business expertise with advanced AI solutions to address your unique challenges effectively.
- Developed credit line optimization models for a fintech company, balancing default risk and utilization patterns to maximize net present value while maintaining portfolio-wide risk covenants.
Our Data Scientists translate complex technical findings into actionable business insights, ensuring alignment with key performance indicators.
- Partnered with marketing and engineering teams to design and implement A/B tests, validating data science recommendations and driving significant increases in revenue and click-through rates.
Our Data Scientists build rigorous, reproducible solutions that integrate seamlessly with your MLOps workflows—eliminating the inefficiencies of ad-hoc Jupyter notebooks.
- Developed containerized, cloud-based pipelines for continuous model retraining and deployment.
- Leveraged CI/CD and end-to-end orchestration, covering ETL data wrangling, hyperparameter optimization, and model evaluation.
Our Data Scientists go beyond machine learning, applying advanced mathematical techniques to drive business impact.
- Used linear programming to optimize coupon allocation within budget constraints, boosting customer retention and generating an additional $10M in annual sales.
High-quality data drives high-impact results. Factored specializes in large-scale data processing to ensure clean, structured, and actionable insights.
- Processed complex retail transaction data, applying dimensionality reduction and temporal alignment to enable effective clustering using PySpark on Databricks.
Our Data Scientists continuously explore cutting-edge techniques to maximize value for your business.
- Developed and implemented novel approaches to model bimodal credit utilization patterns, enhancing prediction accuracy for both typical and extreme user behaviors.
We are a trusted partner in regulated industries, ensuring data is handled with the highest standards of security and compliance.
- Managed sensitive fintech data while ensuring compliance with GLBA, ECOA, and FCRA regulations.