Python Development & Tool Conversion for Financial Analytics
Services Covered:

Industry
Financial Services
Duration
3 months
Budget
Less than 10K
Start Date
1 March 2017
Team Size
1-5
Engagement Model
Offshore
Project Capability Score (PCS)
74/100
Good
Project Capability Score (PCS) estimates how capable Reef Technologies is of successfully delivering a project like this, based on its past experience, track record, and ability to handle similar work. Learn more about PCS
Client
Confidential
Project Summary
Reef Technologies updated and productionalized an in-house analytics tool for a SaaS platform, converting it into a customer-facing solution. The vendor delivered robust, production-ready code, solved technical challenges efficiently, and was described as trustworthy and professional. The client, a sales transaction analytics firm, reported high confidence in Reef's technical acumen and plans to rehire them for similar work.
Key Challenges
- Convert internal analytics tool into an external customer-facing solution.
- Productionalize a portion of the analytics engine for everyday customer use.
Project Deliverables
- Productionalized analytics engine
- Customer-facing analytics tool
Project Solution
The vendor was selected after evaluating reviews and a phone interview. Reef Technologies took existing Python code developed in-house and productionalized it, making the analytics engine robust for everyday customer use. The team worked with the client's project manager and a front-line developer to complete the scope.
Project Outcome
- Vendor delivered robust, production-ready analytics code that addressed technological challenges.
- Client reported high confidence in the vendor's abilities and plans to rehire for similar projects.
- The project was small, managed effectively, and resulted in high-quality work.
Platforms
SaaS
Tech Stack
Python
Client Endorsement
Overall Review Rating
4.75
5 out of 5 stars
Timeliness
Cost Rating
Willing to Refer
Quality of Deliverables
“The team from Reef Technologies was trustworthy and easy to work with. Their expertise made the process efficient and they solved every challenge that came up.”
Note: This endorsement is based on publicly available client feedback from external review sources.
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