Aravind Nathan
Data Science Manager
Sunnyvale, California, United States
Summary
👤
Senior🎓
Top SchoolAravind Nathan is a Data Science Manager based in Sunnyvale with 11 years of experience applying machine learning, big data, and NLP to solve high-impact problems in financial crime detection and document intelligence. At Scry AI he progressed from intern to manager while building production ML systems—PySpark pipelines, reinforcement-learning recommendation engines, Mask-RCNN object detection for signatures, and fuzzy entity-resolution algorithms—that power anomaly detection on international wire transfers. He pairs classical statistical time‑series methods (ARIMA/SARIMA, VARMAX) with modern approaches (Isolation Forest, deep learning) and has hands-on expertise across the Hadoop/Spark ecosystem, MongoDB/SQL databases, and visualization tools like Tableau and D3.js. Trained at USC (MS CS) and a top engineering college in India, he combines strong academic foundations with practical product delivery and a knack for translating messy, multi‑modal data into robust features and proprietary similarity metrics. An observer of data quality as a leading signal, he often focuses early on data-ingestion validation to improve downstream model performance.
11 years of coding experience
7 years of employment as a software developer
Master's Degree, Computer Science, 3.73 / 4, Master's Degree, Computer Science, 3.73 / 4 at University of Southern CaliforniaBachelor's Degree, Computer Science, 8.55 / 10 - First Class with Distinction, Bachelor's Degree, Computer Science, 8.55 / 10 - First Class with Distinction at Sri Sivasubramaniya Nadar College Of EngineeringHigh School, Computer Science, Secured 93.2% (466/500), High School, Computer Science, Secured 93.2% (466/500) at DAV Senior Secondary School, Mogappair ,Chennai
English, Tamil, Spanish
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (23)
jaccard-similarity10
pdf10
extraction10
tika-python10
metadata10
apache-tika10
java10
cosine-similarity10
clustering9
tika-server9
python8
location8
information-retrieval8
solr8
visualize7
Programming languages (4)
Github contributions (5)
AravindRam/tika
Apr 2016 - Aug 2016
Contributions:1 PR, 10 pushes, 9 comments in 4 months
javaapache-tikaapachetika
AravindRam/tika-similarity
Feb 2016 - Apr 2016
Contributions:13 pushes in 1 month
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