Someshwar Kale
Principal Engineer at Mobileum
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolSomeshwar Kale is a Principal Engineer specializing in Data & AI with over a decade of experience building scalable data pipelines and ML systems for telecom, logistics, and enterprise cloud platforms. He has driven production ML for shipment ETA prediction and roaming network analytics, improving model accuracy above 90% and cutting pipeline runtime by ~30% through optimized Spark transformers and hyperparameter tuning. At Oracle he automated model retraining with implicit feedback loops and added features for interpretability, reliability, and observability; earlier roles at Nokia and Cognizant focused on large-scale streaming and Hadoop ecosystems. Based in Bengaluru, he blends hands-on engineering with pragmatic architecture, shipping end-to-end solutions from data ingestion to model deployment on OCI and ADB. Notably, he pairs deep ML pipeline expertise with telecom domain knowledge, enabling insights that serve both operational teams and executive KPIs.
11 years of coding experience
13 years of employment as a software developer
Rashtrasant Tukadoji Maharaj Nagpur University
Stackoverflow
6,263reputation
412kreached
381answers
1question
scala
top-5%
pyspark
top-5%
apache-spark
top-1%
Github Skills (71)
apache-spark10
gradient10
portable9
scalable9
dataflow9
gbm9
xgboost9
pyspark9
cognitive-services9
machine-learning9
boosting9
spark9
java9
scala9
distributed-systems9
Programming languages (4)
Github contributions (5)
skale1990/ApacheSparkProblemSolving
Jun 2020 - Oct 2020
StackOverflow problem solving
Contributions:9 commits, 8 pushes, 1 branch in 4 months
skale1990/MRDPExamples
Sep 2015 - Jan 2016
Learning Hadoop2 & MapReduce2
Contributions:5 pushes, 1 branch in 3 months
hadoopspark
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