Open to opportunities

Aman Kumar

@amankumar19

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Machine learning engineer focused on predictive models and deep learning.

India

Message

What I'm looking for

I seek an ML/Data role where I can build end-to-end predictive and deep-learning systems, work on healthcare or finance problems, and grow through mentorship and challenging real-world projects.

I am a machine learning engineer with hands-on experience building predictive and deep-learning models for real-world problems such as fake news detection, maternal health risk prediction, breast cancer classification, and fraud detection.

I have completed internships where I designed end-to-end ML solutions: from EDA and feature engineering to model selection and evaluation using scikit-learn, XGBoost, LightGBM, CatBoost, TensorFlow and Keras, and addressed class imbalance with SMOTE.

I deliver reproducible work using Jupyter/Colab and Git, and I am passionate about continual learning, competitive programming, and applying data-driven solutions to healthcare and finance challenges.

Experience

Work history, roles, and key accomplishments

Data Science Intern

Syllogistek Pvt. Ltd.

May 2025 - Jun 2025 (1 month)

Designed and implemented a hypothyroid prediction model using ensemble techniques, performing EDA, feature engineering, SMOTE balancing, and model comparison to optimize performance.

Python scikit learn XGBoost LightGBM CatBoost SMOTE Model Comparison

Machine Learning Intern

Silicon University

Aug 2023 - Sep 2023 (1 month)

Worked on real-world ML problems including fake news detection and maternal health risk prediction, building and tuning supervised models to improve predictive performance.

Python scikit learn Supervised Learning & Model Tuning data preprocessing