Wolfgang Richter
Senior Staff Software Engineer @ Google
About
For over a decade, I’ve led teams building and scaling AI/ML systems that solve complex problems, generate revenue, and meet the demands of compliance-heavy, high-stakes environments. My background as a Director of AI/ML Engineering spans the FinTech, Insurance, Retail, Tech sectors, and other verticals, where I’ve driven the end-to-end delivery of intelligent platforms, from research and model development to infrastructure engineering, integration, and go-live. I specialize in transforming ambiguous ideas into structured, scalable AI products. Whether that means building secure ML pipelines, automating complex decision workflows, or introducing intelligence into legacy systems, I bring the right balance of hands-on technical depth and strategic foresight to move to fully realized products. Additionally, I am committed to leading AI engineering orgs that redefine what's possible, create value from untapped data, and ship products that otherwise wouldn't be possible without the right architecture, leadership, and execution. If you're interested in building ambitious products that operate at scale and securely, let's connect. PROFESSIONAL ACHIEVEMENTS *Optimized the scaling of ML product deployment at Soroco, shipping production-grade models to Fortune 50, 100 and 500 endpoints running millions of times per day; introduced software modernization solutions that reduced implementation times by 50%. *Re-architected Soroco's Scout product, transitioning from API-based data collection to a computer vision and ML-driven approach, leading cross-functional engineering teams in ML, ML Ops, large-scale data ingestion, and endpoint engineering. *Expanded Edge AI support from 30% to 90% of customer systems by designing ML models operating within enterprise endpoint constraints (<1GB RAM, <10% CPU, no accelerators). *Invented and patented a 50x image compression technology at Soroco that preserves full ML accuracy, which reduced storage costs by 50x.
United States
Seattle
Computer Software
Enterprise AI Strategy, Enterprise AI Integration, Engineering Management, Technical Roadmap Development, Cross-functional Team Leadership, Scalable ML Infrastructure, Global Team Management, Edge AI Deployment, Computer Vision Engineering, AI Product Engineering, AI Security Engineering, AI-driven Automation, Cloud and On-prem AI Solutions, Cloud Computing, ML Ops, ML Model Optimization, Large-scale Data Processing, Python (Programming Language), Win32 API, C#
Experience

Boston Python Organizer
Boston Python
Boston, Massachusetts, United States
Organize community events Grow the community (10,000 strong!) Coach and mentor

Chief Weekend Warrior
Boston, Massachusetts, United States
I develop, lead, and teach intense Workshops, typically over weekends, about Python and Data Science. Students come from State Street, Tufts, Boston University, Northeastern, and all backgrounds to learn and upgrade their lives---one workshop at a time.

Director of Edge AI Engineering
Boston, Massachusetts, United States
* Grew the engineering team from four to 20 members while also structuring individual career growth, maintaining more than four years of average employee retention, and implementing standards that resulted in an industry-leading defect rate of less than one bug per 1,000 lines of code. * Directed programs focused on optimizing and scaling ML deployments, which included modernizing software to accelerate implementation, expand Edge AI compatibility, and deliver production models to enterprise endpoints at scale. * Oversaw transitions of existing technology products to include AI and ML-enabled functionality and features, significantly increasing product performance and value by eliminating UX issues. * Drove more than $20 million in new revenue at Soroco by defining technical roadmaps for the integration of enterprise software, including Citrix, Microsoft Office, and SAP. * Led efforts to stabilize a data collection product, which decreased operational costs by 10x, while reducing 80% of incoming support tickets, and improving implementation speeds by 50%. * Managed the development of binary patching software to resolve Microsoft bugs preemptively, which eliminated user-reported issues and improved system stability. * Optimized the performance and scalability of custom server hardware for ML workloads by architecting and testing datacenter infrastructure for a Fortune 100 FMCG, a pilot customer for Soroco ML enterprise solutions.

Head of Infrastructure and Security
Boston, Massachusetts, United States
* Led global teams across the APAC and the Americas business regions, overseeing hiring, training, cost management, operational schedules, and all customer-facing support escalations. * Reduced IT overhead by 50% while scaling IT admin and leadership hiring, founding, and growing an operational engineering (SRE) team by 10x, maximizing team capabilities to manage customer engagements with an eight-hour response time SLA. * Architected and deployed global IT infrastructures, including VPN, virus scanning, patching strategy, and device management, leveraging Cisco Meraki, Microsoft Azure, and Intune platforms. * Drove enterprise compliance programs, achieving SOC 1, SOC 2 Type 1 & 2, HIPAA, PCI-DSS, ISO 27001, and ISO 22301 certifications across more than 20 global audits. * Developed disaster recovery and BPO plans that leveraged advanced deduplication technology, achieving industry-leading cloud storage costs that were 6x cheaper than top providers at $3 per gigabyte monthly. * Developed and implemented SDLC security protocols, integrating secure code reviews, source audits, static/dynamic analysis processes, and penetration testing, which reduced security defects by approximately 20%. * Introduced system onboarding efficiencies, including technical documentation improvements, and standard practices for software selection, setup, and usage across engineering teams, achieving 50% faster onboarding processes.

OpenStack Pittsburgh Founder
Greater Pittsburgh Area
I was the main founding member of OpenStack Pittsburgh. I organized many talks and other events. I often delivered talks myself on topics such as: - OpenStack 101 - Ceph: Distributed Storage and File System - OpenStack Controller Live Migration with Zero Downtime - Virtual Machine Introspection - OpenStack++ and Cloudlets - Securing Instances from Cloud Side-channel Attacks
Education

Concentration in Cloud Computing, Distributed Systems, and Edge AI
My thesis topic was , "Agentless Cloud-wide Monitoring of Virtual Disk State," (http://www.cs.cmu.edu/~worichte/thesis/). This work enabled the next generation of file-level monitoring in the cloud. It contained a complete proposal and working cloud framework using OpenStack to create a relationship between monitoring tooling (Symantec, McAfee, Splunk, etc.), cloud providers (Amazon Web Services, Microsoft Azure, Google Compute Engine, etc.), and cloud customers (governments, businesses, you, etc.).
Wolfgang Richter's Contact Information
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