Software Engineer

Summary

Software Engineer @ Meta Platforms (02/2017 - Present, Menlo Park/NYC/Boston)
* Reclaimed +$1M in capacity & compute savings through SWAT-style investigations & mitigations across IG's PGs and core infra platforms (Reels, Search, Load Balancing, Web) in 2022
* Contributor to Ax, Facebook's open-source platform for Bayesian optimization, specifically through applications to company-wide ML experiment management, model hyperparameter optimization, and value model tuning. Scaled up ML-based meta-learner training and evaluation tooling for heterogeneous treatment effect modeling. Open sourced balance, Meta's survey data rebalancing library.
* Designed threat indicator management and enforcement tools for scaling FB's Integrity and security around malware scanning, URL extraction, and intel sharing (ThreatExchange) across every product surface. Researched measurement and mitigations for concentration and amplification of misinfo & suggestive content & accounts on IG recommendation systems (Reels, Feed Recs).

Expectations

* Fast moving, high growth environments for moving top-line business outcomes through novel technical solutions
* Opportunities to influence technical design, culture, and business goals
* Target domains: distributed systems, product security, corp security, anti-abuse, efficiency & reliability, applied ML/AI

Employment Preferences

Expected Base Salary

**0,000 USD

Expected Hourly Rate

** USD/hr

Academic Degree

Experience

Skills

• Python
• C++
• PHP
• Hack
• Haskell
• Rust
• Distributed Systems
• Anti-abuse
• Corpsec
• Prodsec
• Malware
• Spam-fighting
• Content Moderation
• Online Experimentation
• Heterogeneous Treatment Effects
• Bayesian Optimization
• Machine Learning
• Statistical Modeling
• Optimization
• Research Engineering
• Efficiency
• Site Reliability