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Pratham LutePL
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Pratham Lute

@prathamlute

Machine Learning Engineer building scalable, production-ready ML pipelines and real-time analytics solutions.

India
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What I'm looking for

I seek a role where I can build and productionize scalable ML systems, work with cross-functional teams, apply MLOps best practices, and drive measurable business impact in a collaborative environment.

I am a Machine Learning Engineer with over one year of hands-on experience designing, training, and deploying production-grade ML models across cloud-native and hybrid environments. I specialize in Python-based data engineering, model development (CNNs, time-series, NLP), and scalable ML pipelines using AWS and modern MLOps practices.

At Miladra One Stop Sol Pvt. Ltd. I built real-time analytics pipelines, automated ETL with PySpark and AWS Glue, productionized models with Lambda and SageMaker, and implemented CI/CD and monitoring to ensure reliable deployments. As an Advanced Data Analyst Intern, I developed robust Power BI dashboards, automated reporting workflows, and improved data quality and governance across multiple datasets.

I combine strong technical skills (Python, PySpark, TensorFlow/PyTorch, Scikit-learn, SQL, Snowflake, AWS) with business acumen to translate data into actionable insights, mentor junior engineers, and deliver AI-driven solutions that improve operations and customer outcomes.

Experience

Work history, roles, and key accomplishments

ML
Current

ML Engineer

Miladra One Stop Sol Pvt. Ltd.

Feb 2025 - Present (9 months)

Built scalable data engineering pipelines and AI/ML solutions, reducing data ingestion latency ~30% and productionizing models via AWS Lambda and SageMaker to enable real-time inference and monitoring.

Education

Degrees, certifications, and relevant coursework

ST

S.B. Jain Institute of Technology

Bachelor of Technology, Artificial Intelligence and Data Science

Completed a Bachelor of Technology focused on Artificial Intelligence and Data Science with coursework in machine learning, data analytics, and cloud computing.

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Pratham Lute - ML Engineer - Miladra One Stop Sol Pvt. Ltd. | Himalayas