Aditya Kumar

About Aditya Kumar

As a data scientist, I’m driven by a deep curiosity for uncovering insights hidden within data. With a strong foundation in statistical analysis, machine learning, and data visualization, I help organizations make data-driven decisions that fuel growth and innovation.TECHNICAL SKILLS : • Programming: Python (Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn, Tensorflow, Keras), Java, SQL, Data Structures & Algorithms (DSA)• Machine Learning: Linear/Logistic Regression, SVM, Random Forest, KNN, Ensemble Methods (Bagging, Boosting), Time Series, Clustering (K-means, Hierarchical), Model Tuning (GridSearchCV, Cross-validation), Statistics • Deep Learning : ANN, CNN, RNN, LSTM, NLP, Generative AI• Visualization & Tools: Power BI, Jupyter Notebook, Git/GitHub, AWS, HTML, CSS, VS Code

Experience

1. Analyst

   HCLTech

   Jan 2024 — Present

   Collected, cleaned, and transformed raw data using Python for high-quality analysis. • Conducted Exploratory Data Analysis (EDA) to uncover trends and actionable insights. • Developed and deployed machine learning models (Linear Regression, Decision Trees, XGBoost) to enhance business decision-making. • Evaluated model performance with metrics like ROC-AUC, precision, recall, and tuned hyperparameters using GridSearchCV. • Created visualizations with Power BI and Python to communicate insights to stakeholders.

Education

• Dr. A.P.J. Abdul Kalam Technical University

  Bachelor of Technology

  2018 — 2022