Arpita Rumma

I am a driven and adaptable pre-graduate Computer Science Engineering student specializing in Data Analytics, with a proven ability to combine technical expertise and creative problem-solving. Skilled in analyzing and interpreting complex datasets, proficient in tools like Python, SQL, Tableau, and Excel. I am also a multilingual and culturally adaptive person with academic experience abroad, demonstrating strong interpersonal and cross-cultural communication skills. Proactive and versatile professional with a dedication to quickly adapting to new challenges. Strong problem-solving abilities, and a proven track record of fostering strong relationships with clients and team members. Focused on supporting team success, and achieving positive results.

Aircraft Predictive Maintenance using Neural Networks
Python, TensorFlow, PyTorch | Nov 2024 – Dec 2024 | Bengaluru, IN

• Built a deep learning model (LSTM/ANN) to predict engine failures in advance, enhancing safety and minimizing unplanned downtime.
• Applied data preprocessing and feature engineering to manage noisy sensor data for accurate real-time diagnostics.

Fraud Detection in Finance
Python, TensorFlow, PyTorch, Seaborn, Matplotlib, Plotly | Oct 2024 – Nov 2024 | Bengaluru, IN

• Developed a real-time fraud detection model using data mining techniques on transactional datasets.
• Improved online payment security and reduced financial risks through anomaly detection and visual analytics.

CO₂ Emission Prediction and Visualization
Python, TensorFlow, Keras, PyTorch, Scikit-learn, Pandas, Plotly | Jan 2025 – Feb 2025 | Bengaluru, IN

• Predicted global CO₂ emissions using machine learning and chloropleth map visualization.
• Built a machine learning model to assess emissions based on key environmental impact assessment.

Hospital Management System with Secure Encryption Protocols
Python, Gradio API, Google Colab, PyCryptodome, SQLite | Mar 2025 – Apr 2025 | Bengaluru, IN

• Designed a secure hospital management system using AES (CBC mode) for encrypting patient records.
• Implemented SHA-256 for password security and End-to-End Encryption (E2EE) for safe patient–doctor communication.

Text Mining for Medium Articles
Python, NLP, scikit-learn, NLTK, Pandas

• Extracted trends and insights from a large corpus of Medium articles using natural language processing.
• Enabled content categorization and semantic analysis for editorial strategy.

Sentiment Analysis Tool
Python, NLTK, TextBlob, Matplotlib

• Created a sentiment classifier to interpret emotions in user feedback and social media posts.
• Helped businesses enhance customer experience by analyzing sentiment trends.

AI Chatbot Development
Python, NLP, Gradio, Dialogflow

• Built an interactive chatbot capable of natural language understanding for automating customer support.
• Improved user engagement and reduced manual response time.

• Class Representative, since 2nd year, Demonstrating leadership and organizational skills.
• Volunteer, Alliance Literary Fest, Assisted in event coordination and management.
• Cultural Event Organizer, Successfully planned and executed intercollege-level cultural events.
• Participant, Smart India Hackathon, Worked on a drone-based software-hardware project, contributing to innovative problem-solving.
• Participant, PRAKALP'25, Worked on a Smart Composting Bin using IoT-based sensors and algorithms contributing towards sustainable problem-solving goals.

• Certified Data Science Practitioner - CertNexus
• Data Mining Pipeline - University of Colorado Boulder
• Business Intelligence Essentials - IBM
• Decisions, Decisions:Dashboard & Reports - Google
• Introduction to Big Data with Spark and Hadoop - IBM
• Natural Language Processing with sequence Models - DeepLearning.AI

• Reading
• Dancing
• Learning Languages
• Writing & Blogging
• Playing Tennis/Basketball