KUNDAN SINGH
Machine Learning Engineer
Noida, IN.About
Enthusiastic and detail-oriented Machine Learning Engineer with hands-on experience in Python, Scikit-learn, and TensorFlow. Proficient in building and deploying robust ML models for real-world problems, with strong capabilities in data preprocessing, model evaluation, and algorithm development. Eager to contribute to innovative AI/ML projects and drive technical growth in a dynamic tech environment.
Work
Self-Directed Project
|Machine Learning Engineer (Project Lead)
Noida, Uttar Pradesh, India
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Summary
Led the development of regression models to accurately predict insurance premiums using comprehensive demographic and health data.
Highlights
Developed and optimized regression models (Linear Regression, Random Forest) to predict insurance premiums, achieving over 90% prediction accuracy on test data.
Engineered critical features from diverse demographic and health datasets (age, BMI, smoking status) to significantly enhance model predictive power.
Executed rigorous model evaluation and tuning, validating performance and ensuring robust real-world applicability for premium estimation.
Self-Directed Project
|Machine Learning Engineer (Project Lead)
Noida, Uttar Pradesh, India
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Summary
Designed and implemented classification models for early and accurate prediction of heart disease based on clinical data.
Highlights
Designed and implemented classification models (Logistic Regression, Random Forest) to accurately predict heart disease, achieving an 88% accuracy rate.
Conducted comprehensive data preprocessing and strategic feature selection on clinical datasets to optimize model input quality and performance.
Assessed model efficacy through detailed performance metrics, including accuracy and ROC-AUC scores, to ensure reliable diagnostic support.
Education
Dr. A.P.J. Abdul Kalam Technical University, Lucknow
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Bachelor of Technology (B.Tech)
Computer Science and Engineering
Courses
Artificial Intelligence
Machine Learning
Cloud Computing
Data Structures
Operating Systems
Computer Networks
Board of Technical Education, Uttar Pradesh (BTEUP), Lucknow
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Diploma
Computer Science and Engineering
Courses
Programming
Database Management
Systems Design
Awards
Most Innovative Student of the Year
Awarded By
Unspecified
Awarded for demonstrating exceptional innovation and creativity in academic or project work.
Languages
English
Hindi
Skills
Programming Languages
Python, SQL, C/C++.
Libraries & Frameworks
NumPy, Pandas, Scikit-learn, TensorFlow, Keras, Matplotlib, Seaborn.
Machine Learning
Regression, Classification, Supervised Learning, Unsupervised Learning, Feature Engineering, Model Tuning.
Deep Learning
Neural Networks, CNNs, RNNs, Transfer Learning.
Prompt Engineering
Zero-shot Prompting, Few-shot Prompting, Chain-of-thought Prompting, Role-based Prompts, Iterative Refinement.
Tools & Platforms
Google Colab, Jupyter Notebook, Git, VS Code, OpenAI GPT Models.