Shivani Anbukumar

Detail-oriented and analytical professional with a strong foundation in Python programming, machine learning, and data analysis. Proficient in Python, SQL, TensorFlow, Scikit-learn, and data visualization tools including Pandas, NumPy, Tableau, and Power BI. Brings a structured, problem-solving approach and a passion for building reliable, data-driven solutions. A fast learner with a collaborative mindset, eager to contribute across AI/ML, developer, and data analytics.

shivanianbukumar17@gmail.com9655763867Salem, Tamil Nadu, IndiaLinkedIn

Skills

PythonSQLTensorFlowScikit-learnPyTorchKerasCNNsTransformers (GPT)PandasNumPyMatplotlibSeabornTableauPower BIHTML5CSS3JavaScriptFlaskStreamlitAWS (EC2, S3)Analytical ThinkingProblem-SolvingTeam CollaborationCommunicationTime Management

Experience

Software Developer Intern

Stay Green Polymers (Startup)

– Present

  • Developed a responsive company website using HTML5, CSS3, and JavaScript, ensuring cross-device compatibility.
  • Built a real-time GPS navigation application using Flutter and the OpenStreetMap API for live location tracking.

Projects

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Dynamic Multi-Objective Energy-Aware Optimization of AI Model Training

Technologies: Python, PyTorch, Dash, CodeCarbon, NumPy, Pandas

  • Developed a multi-objective AI training framework using Python and PyTorch to optimize model accuracy and energy consumption across MLP, CNN, and RNN architectures.
  • Achieved 97.8% accuracy with the CNN model and designed a Dash dashboard to visualize model performance, energy consumption, and Pareto trade-offs for AI model evaluation.
◆

Weather Prediction Using Classification Techniques

Technologies: Python, Scikit-learn, Tkinter

  • Developed supervised machine learning models (k-NN, MLP, and RBF) using Scikit-learn to classify weather conditions through data preprocessing and feature engineering.
  • Evaluated model performance using Accuracy, Precision, Recall, and F1-Score, achieving the highest accuracy with k-NN, and developed a Tkinter-based GUI for real-time weather prediction.

Education

Periyar University

Sri Sarada College for Women

Certifications

  • The Joy of Computing Using Python - NPTEL
  • Web Development - Durga Tech
  • Zoho Creator Training - Young Creators Program
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