Alan Casallas
Software Dev Engineer III at Audible
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolAlan Casallas is a Machine Learning Engineer and Software Development Engineer III with an MIT MEng and 11 years of industry experience building low-latency, high-QPS ML systems and data pipelines. He has a strong track record at scale—designing real-time inference platforms on Kubernetes and AWS that processed millions of predictions per minute and delivering substantial cost savings and latency improvements. Alan founded and led East Summit Capital’s tech stack, productionizing an intraday trading pipeline with real-time feature extraction, inference, and automated execution. His expertise spans transformers and LLM fine-tuning, multimodal architectures, and streaming platforms such as Kafka, Airflow, and Spark, grounded in hands-on model validation and backtesting. Comfortable across research and production, he holds a patented MIT thesis on sensor replacement via signal-processing and ML methods, blending rigorous academic roots with pragmatic, performance-driven engineering.
11 years of coding experience
8 years of employment as a software developer
Master of Engineering - MEng Electrical Engineering and Computer Science, Master of Engineering - MEng Electrical Engineering and Computer Science at Massachusetts Institute of Technology
Spanish
Stackoverflow
31reputation
668reached
0answers
1question
Github Skills (7)
affdex-sdk8
pyinstaller6
configparser6
kivy6
android-app6
sdk5
android4
Programming languages (3)
Github contributions (5)
acasallas/acasallas.github.io
Dec 2017 - Jun 2019
Contributions:9 pushes, 1 branch in 1 year 6 months
acasallas/post-apocalyptic-elevator
Apr 2018 - May 2018
Contributions:23 pushes, 1 branch in 1 month
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