Ari Aye

LLM post-training @ Red Hat

🎓 MS Computer Science — Machine Learning, Columbia University

🎓 BA Computer Science, Middlebury College

Career

💼 Senior Principal SWE, AI / ML @ Red Hat; ex-{Google,Meta}

Senior Principal AI / ML practitioner with 15 years of experience building production ML systems and developer tooling. Previously led LLM-powered code intelligence efforts in big tech. Now focused on open-source LLM post-training. Published at ICSE, with a track record of shipping end-to-end platforms from data pipelines to deployment.

Publications

Learning to Learn to Predict Performance Regressions in Production at Meta (AST '23)
Detecting Privacy-Sensitive Code Changes with Language Modeling (MSR '22)
Improving Code Autocompletion with Transfer Learning (ICSE '22)
Learning Autocompletion from Real-World Datasets (ICSE '21)
ML Code Completion for Dart
Sequence Model Design for Code Completion in the Modern IDE
Introducing LaTeX Base (TUGboat, Vol 37)

News

Climbing

Bouldering

V7	6 ✅ [Bend] The Wizard ✅ [Carver] Higher Education ✅ [Carver] Red Meat Ma'am ✅ [Leavenworth] Busted ✅ [Leavenworth] Emperor's Lightning ✅ [Leavenworth] Schist Cave Tour
V8	3 ✅ [Leavenworth] Breadline Variation (aka Joe's Traverse) ✅ [Leavenworth] Pretty Hate Machine ✅ [Red Rocks] Orange Top Blue Sky
V9	2 ✅ [Carver] Angry Squirrel ✅ [Joe's Valley] Worst Case Scenario

Sport Climbing

5.12	7 ✅ [Broughton Bluff] Bad Omen ✅ [Broughton Bluff] Bela Lugosi ✅ [Broughton Bluff] Bloodline ✅ [Broughton Bluff] Firestorm ✅ [Broughton Bluff] Heart of Darkness ✅ [Broughton Bluff] Manson Family Reunion ✅ [Ozone] Grace
5.12+	0
5.13-	3 ✅ [Broughton Bluff] Bitenight ✅ [Broughton Bluff] Manson Family Direct ✅ [Broughton Bluff] Sutured by the Vampress

Running

Event	Date	Time	Pace
1M	10/25/20	6:45	6:45
5k	05/02/22	22:40	7:18
5M	01/06/21	39:00	7:48
10k	10/16/20	49:27	7:57
10M	10/03/21	1:22:59	8:18
Half Marathon	09/26/22	1:48:53	8:19
Marathon	10/03/21	3:49:32	8:45