Client and company details are anonymized. The engineering, the decisions, and the results are real.
Logistics
Replaced a manual document-entry bottleneck with an extraction pipeline that routes uncertain fields to a human reviewer instead of guessing.
SaaS / Customer Support
Built a triage agent that classifies and drafts first-pass responses to incoming tickets, escalating anything it isn't confident about.
Healthcare (non-clinical documentation)
Built a retrieval system over internal policy and procedure documentation with an evaluation harness rigorous enough to earn clinical staff's trust.
Fintech
Prototyped a drafting assistant for underwriting risk memos that grounds every numeric claim in a cited source document. Human underwriters still sign off on every memo.
Financial Services
A six-week red team engagement across phishing, physical access, and network exploitation ended with zero records exfiltrated from production banking systems, satisfying a federal regulatory mandate.
E-Commerce
A managed detection engagement tuned specifically to e-commerce attack patterns cut mean time to detect from days to under three minutes and now blocks over 12,000 threats a month.
FinTech
A multi-phase API penetration test surfaced 47 findings, including 12 critical, and got 94% of critical vulnerabilities eliminated within 60 days ahead of an investor security review.
Healthcare
A four-month gap-to-audit compliance sprint took a 12-location healthcare network from fragmented, decentralized security to SOC2 Type II certification with zero exceptions on the first attempt.
Insurance
After a credential-stuffing breach exposed the limits of a VPN-based perimeter, an eight-month phased Zero Trust rollout across 5,000 employees cut security incidents by 40% the following year.
Manufacturing
A LockBit ransomware deployment that halted three production facilities was contained and fully recovered within 48 hours, with zero ransom paid and every record preserved through backups.
Retail
A managed detection deployment brought centralized security monitoring to 220 previously unmonitored store locations, hitting 99.97% uptime and preventing an estimated $4.2M in fraud losses in its first year.
SaaS
A cloud security assessment ahead of a SOC 2 audit found 23 critical findings, including a cross-tenant data exposure via predictable API IDs, all remediated within an eight-week sprint.
Startups
A 90-day security program buildout took a startup from near-zero security maturity to SOC2 readiness, becoming a cited factor in closing a $15M Series B.
Technology
A six-month engagement to systematically eliminate a 3,000-item security debt backlog reduced it by 78% and rebuilt how the engineering organization handles security going forward.