Pramod Kumar M
@pramodkumarm
Machine Learning engineer building impactful AI solutions.
What I'm looking for
I am a passionate Machine Learning Engineer focused on building, optimizing, and deploying AI models that solve real-world problems. I have hands-on experience with CNNs, supervised models, feature engineering, and end-to-end ML pipelines.
During internships I improved model performance through preprocessing, augmentation, hyperparameter tuning, and model evaluation — achieving measurable gains such as a 12% performance improvement from preprocessing and an 83% CIFAR-10 classifier accuracy.
I build full-stack ML applications using Python, FastAPI, LangChain, and React, and I enjoy leading collaborative teams to deliver scalable, production-ready solutions.
Experience
Work history, roles, and key accomplishments
Machine Learning Intern
Google AI-ML Virtual Internship
Jan 2025 - Feb 2025 (1 month)
Built and optimized CNN models for image classification and object detection using TensorFlow and Keras; developed preprocessing pipelines that improved performance by 12% and completed hands-on labs on model evaluation and error analysis.
AI/ML Intern
APSCHE-IIDT Collaboration with Blackbucks Engineers
Jul 2024 - Sep 2024 (2 months)
Developed a CNN classifier on CIFAR-10 achieving 83% accuracy; applied hyperparameter tuning, dropout, and batch normalization and collaborated in a 4-member team to streamline preprocessing and experimentation workflows.
Machine Learning Intern
Henotic Technologies Pvt. Ltd.
Jun 2023 - Sep 2023 (3 months)
Built supervised classification and regression models on datasets of 50k+ entries, performed EDA and feature engineering that reduced model error rates by 18%, and contributed to predictive analytics solutions for client datasets.
Education
Degrees, certifications, and relevant coursework
Sagi Rama Krishnam Raju Engineering College
Bachelor of Technology, Artificial Intelligence & Machine Learning
2021 -
Grade: 8.4 CGPA
Activities and societies: Courses: Data Structures & Algorithms, Machine Learning, Deep Learning, Natural Language Processing
Pursuing a Bachelor of Technology in Artificial Intelligence & Machine Learning with coursework in data structures, machine learning, deep learning, and NLP; achieved CGPA 8.4.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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