Irene George
@irenegeorge1
I build machine learning systems, analytics tools, and full-stack web applications.
What I'm looking for
I've built machine learning and software solutions at Future Communications in India and Kuwait, including an explainable hourly electricity-usage modeling framework with forecasting, feature engineering, behavioural validity scoring, and anomaly detection.
I developed the Sentiment Insight System as an end-to-end sentiment analysis solution, combining an API-based text analysis pipeline with a web dashboard for real-time monitoring and visualization. I also trained Logistic Regression and Naïve Bayes sentiment models using the Sentiment140 dataset to deliver actionable insights.
My projects span personalized travel recommendations, clothing image retrieval, a voice command assistant, a Deep Q-Learning Flappy Bird agent, and an AI-powered study dashboard. I work across Python, machine learning, computer vision, web development, and data analysis.
Experience
Work history, roles, and key accomplishments
Software Development Intern
Future Communications India Private Limited
Jan 2026 - Jun 2026 (5 months)
Developed an explainable time series modeling framework for hourly electricity usage, integrating forecasting, feature engineering, behavioural validity scoring, and anomaly detection for multi-entity usage analysis.
Education
Degrees, certifications, and relevant coursework
Manipal Institute of Technology
Bachelor of Technology, Computer Science (AI & ML)
2022 -
Pursuing a B.Tech in Computer Science with a focus on AI and Machine Learning.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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