Anupama Rajesh

Anupama Rajesh

Fresher
India

نبذة عني

Electronics and Communication Engineering graduate with a minor in CS and ML, skilled in Python, data analysis, and ML model development. Built NLP projects including emotion classification using BERT, with hands-on expe…

المشاريع

Arrhythmia Detection System

Rajagiri School of Engineering and Technology
المدة : 11-Nov-2025 - 05-Apr-2026

Developed a multi-modal cardiac arrhythmia detection system classifying 6 arrhythmia types using CNN-LSTM (ECG signals), Vision Transformer (ECG waveform images), and Random Forest (symptom data)Performed signal preprocessing including noise filtering, feature extraction, and data normalization across allthree modalitiesIntegrated all three models into a Flask web application for real-time multi-modal arrhythmia prediction

الشهادات

Deep Learning

NPTEL · Kochi, India · 2025

Introduction to Machine Learning

NPTEL · Kochi, India · 2024

المهارات

إكسل ماتلاب بايثون (لغة برمجة) تحليل البيانات نمذجة البيانات فلاسك (إطار عمل لتطبيقات الويب باستخدام Python) الانحدار اللوجستي نومباي (مكتبة لغة Python) التصور البياني للبيانات تعلم الآلة باور بي آي Pandas Scikit-learn Matplotlib Seaborn SQL Joins Aggregations Subqueries Window Functions CTEs (PostgreSQL) Random Forest CNN LSTM Model Training & Evaluation NLP BERT TF-IDF Text Preprocessing Emotion Classification EDA Data Cleaning & Preprocessing DAX Interactive Dashboards Jupyter Notebook VS Code Git REST API CTEs PostgreSQL Model Training Model Evaluation Data Cleaning Data Preprocessing
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