Armin
Verified
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5+ Years in ML Developer, Data Scientist
ML Developer, Data Scientist
$-
Tehran, Iran
Prefferd tech
Tech Stack: Python, C++, TensorFlow/Pytorch, Keras
Tech Skills: ML, MLOps
Expert’s cases:
Demonstrated ability to lead cross-functional teams and deliver high-quality solutions. Achieved impressive results, including a 98% accuracy rate in text recognition, 35% improvement in forecasting accuracy and averting a daily production loss of $170k, 30% improvement in ASR, a comprehensive 34% improvement in congestion analysis, and over 60% customer service response time reduction by chatbot.
Engineered time series prediction models using Multivariate Time Series with Mixed Sampling Rates and highly noisy data, resulting in enhanced forecasting accuracy and averting a daily production loss of $170k (50 billion IRR).
Applied time series analysis to optimize production quality using manpower logs, sensor, and lab data, achieving a 15% improvement in forecasting accuracy and overseeing a financial allocation of $11.6k (3.5 billion IRR).
Researched and established a continuous model improvement framework, integrating feedback loops, and retraining models with new data, leading to a 35% increase in overall model accuracy over 6 months.
Integrated Docker for containerization and Kubeflow for orchestration, reducing resource utilization by at least a quarter and optimizing operations for a team of 10.
Monitored model performance using TensorBoard and implemented advanced techniques like online learning for adapting to evolving production system dynamics.