Open to opportunities

Prana Kanth

@pranakanth

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AI/ML engineer specializing in applied machine learning and data analytics.

India

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What I'm looking for

I seek roles building ML models and data products with strong emphasis on production pipelines, MLOps, collaborative teams, cloud deployment, and opportunities to contribute to AI-driven SaaS and predictive analytics.

I am an undergraduate AI/ML engineer focused on applied machine learning, data analytics, and production-ready Python ML pipelines. I have built end-to-end solutions including feature-engineering web apps, EV performance predictive models, electricity-consumption analytics with Power BI, and CNN-based medical image classifiers.

I have practical internship experience deploying IoT-driven automation improvements and contributed to an IEEE conference paper on transfer learning for predictive maintenance in e-mobility. I prioritize clean data pipelines, model reliability, and collaborative, results-driven engineering toward AI-driven SaaS and MLOps adoption.

Experience

Work history, roles, and key accomplishments

AI/ML Engineer

Larsen & Toubro

Jun 2025 - Jun 2025 (0 months)

Contributed to IoT-driven AGV automation, improving navigation stability by 10% and reducing data latency by 8% through sensor integration and communication optimizations; shortened testing duration by 12% and decreased prototype debugging time by 20%.

Python IoT Sensor Integration data preprocessing Automation Navigation Git

Education

Degrees, certifications, and relevant coursework

Amrita Vishwa Vidyapeetham

Bachelor of Technology, Electrical & Computer Engineering

2022 -

Pursuing a B.Tech in Electrical & Computer Engineering with specialization in applied Machine Learning and Data Analytics, working on ML pipelines, data preprocessing, and model development.