MLFLow: Uses Cases and Implementation
With model training occurring across different environments and being done by different people, it can be hard to keep track of what model types and parameters have been done by your organization. Further, post-hoc evaluation of models can be very challenging because images for items like training curves and different scoring metrics may not be saved in a way that is easy to recall after the fact. Both of these problems, as well as model hosting and model training curves can be solved simply with an open source tool called MLFlow by Databricks.
Upcoming webinar: The LIBOR Transition - Part 2 - A Deep-Dive Series
Complimentary Webinar: Part 2 - Pricing after LIBOR
Valuation of floating rate instruments after the point that LIBOR is declared unusable, or ceases in 2022, involves both supporting legacy products and issuing new ones. This webinar emphasizes the quantitative and economic considerations of both challenges, including fallbacks, construction of RFR curves, and the selection of one (or several) RFRs tailored to a business’s size and needs. The main focus is USD LIBOR, though many lessons can be carried over to other LIBOR currencies, Euribor, and other non-LIBOR IBORs. The discussion is targeted to advanced users of LIBOR, and relies on our past deep dive into the RFR discounting transition.
Upcoming webinar: The LIBOR Transition - Part 1 - A Deep-Dive Series
Complimentary Webinar: Part 1: The LIBOR Discounting Transition
Lessons learned from July’s EONIA to ESTR discounting transition in Europe are applied to the upcoming Fed Funds to SOFR transformation. Key considerations include convexity corrections, optionality, and compensation to remediate P&L and risk.
Arrayo's Five-Year Anniversary. Thank you!
Arrayo celebrated its five-year anniversary in April 2020. A big thank you to all our partners, clients and colleagues!
Model Risk Management
Vetting of internal and third-party models for compliance with Federal Reserve Board SR 11-7 (“Supervisory Guidance on Model Risk Management”)
Enterprise Data Management Program, FBO’s IHC
Data Lineage, Issue Remediation, Roadmapping and creation of golden source data repository for Risk & Finance
Single Counterparty Credit Limits
LIBOR Transition, Obtaining Permission to Trade Alternative Rate Swaps
Model enhancement to trade SOFR swaps analogous to ordinary USD LIBOR fixed/float swaps
Microservices Architecture - FI Trading Tools, Rate Curve Contribution
Micro-services architecture to relieve traders
Analytics Governance, Data Strategy, Adoption & Utilization
Deployment of self-service model for Analytics Sandbox.
50x speed of pipeline in scalable production environment
Scale scientific data analytics from the research laboratory (dry and wet) to large clinical trials with Arrayo distributed computational environments. Team Arrayo specializes in taking these workflows to the next level in both on-prem, cloud-based, and hybrid instances.
Bioinformatics systems with increased performance
Visual application development to efficiently comb through data contained in underlying lake
Validated cloud-based bioinformatics pipeline
Predict efficacy and identify trial suspension points in clinical trial
Increase laboratory efficiency by 30-40%
Digitization and automation of laboratory workflows
Design business and integrated data model to boost precision medicine effectively monetizing Data.
Strategy & roadmap for data science and analytics platform used for NGS analysis
The research engine - a digital platform
The research engine we developed together with our client is generating deeper insights about mRNA biology and accelerating the pace of research to advance mRNA medicines into development.
Data Strategy: Getting from Defense to Offense - A User's Guide
Cross-Industry Data Strategy Publication Series: Paper 2
Seven Ways to Change Data Culture
Cross-Industry Data Strategy Publication Series: Paper 1
Data Trace Program
1. Ensuring data accuracy for transaction selected, based on documentary evidence
2. Confirming proper capture and transformation of information to satisfy reporting requirements
3. Testing the effectiveness of the internal control framework
Scientist.com and Arrayo Partner to Offer a Range of Bioinformatics and Data Science Services
Scientist.com, the life science industry’s leading online marketplace for outsourced research services, announced today that it has partnered with Arrayo...
A major insurance company with global presence and local offices in NYC.
COLLIBRA AND ARRAYO PARTNER TO BRING BENEFITS OF END-TO-END DATA GOVERNANCE TO GLOBAL ENTERPRISES
Collibra, a leader in data governance software solutions for business users, today announced the company has welcomed Arrayo...
Delivering Data Mart for LCR and FR 2052a (5G) Reporting
A multinational financial services holding company operating in over 50 countries (Investment Banking, Retail Banking, Private Banking).