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AI Engineer with less than a year in Cloud & Data Science
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MSc Data Science candidate with hands-on experience in Python, Machine Learning, Deep Learning, and Natural Language Processing (NLP). Skilled in building predictive models, designing ML pipelines, and delivering data-driven insights using cloud infrastructure. Familiar with GenAl, LLM integration, and Prompt Engineering. Experienced in cloud deployment, system monitoring, and DevOps practices. Seeking to contribute to Al/ML-driven business solutions in Agile environments.
Kristu Jayanti College, Bengaluru
MSc Data Science · Data Science
August 1, 2024 – June 30, 2026
Kristu Jayanti College, Bengaluru
BCA · Data Analytics
August 1, 2021 – June 30, 2024
Jubilee English High School, Bengaluru
SSLC
N/A – Present
New Horizon College, Bengaluru
Pre-University Course (PUC) · Science
N/A – Present
Hostup Cloud Technologies Pvt. Ltd.
Cloud Engineer (L1)
April 1, 2025 – July 1, 2025
Bengaluru, Karnataka, India
Hostup Cloud Technologies Pvt. Ltd.
Technical Support Engineer Intern
June 1, 2023 – July 1, 2023
Bengaluru, Karnataka, India
NLP Sentiment and Text Classification Pipeline
June 21, 2026 – Present
Built an end-to-end text preprocessing and classification pipeline covering tokenization, stop-word removal, lemmatization, and TF-IDF feature extraction. Evaluated Naive Bayes, Logistic Regression, and SVM classifiers using cross-validation and F1-score; achieved strong classification accuracy.
Real Estate Price Prediction
June 21, 2026 – Present
Performed comprehensive EDA and feature engineering on a real-world housing dataset including one-hot encoding and outlier treatment. Trained and compared Linear, Ridge, and XGBoost regression models; used GridSearchCV for hyperparameter tuning, achieving measurable RMSE reduction.
Sleep and Fatigue Pattern Analysis
June 21, 2026 – Present
Analyzed behavioral sleep datasets to surface fatigue trends using K-Means clustering to segment user profiles by risk level. Derived actionable health monitoring insights and presented findings through structured data visualizations.
Interactive Business Intelligence Dashboard
June 21, 2026 – Present
Designed multi-page dashboards with KPIs, drill-down filters, and trend charts to support executive decision-making. Translated complex data insights into clear, actionable visuals for non-technical stakeholders.
Qlik Business Analyst Course
Qlik
June 1, 2026 – Present
Google Data Analytics Professional Certificate
Google / Coursera
June 1, 2026 – Present
UiPath RPA Developer Foundation Certificate
UiPath Academy
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's academic projects show a diverse application of AI/ML techniques across different domains (NLP, real estate, health analysis), indicating adaptability and a broad interest in problem-solving. Their professional experience, though limited in duration, includes roles in cloud technology and technical support, suggesting a willingness to learn and contribute in operational environments. The pursuit of multiple certifications (Google Data Analytics, UiPath RPA, Qlik Business Analyst) further demonstrates a proactive learning attitude and a desire to broaden their skill set, which aligns well with a growth-oriented culture.
Soft Skills & Operational Fit
The candidate demonstrates an ability to analyze system logs and performance metrics, troubleshoot deployment issues, and collaborate with senior engineers, indicating problem-solving and teamwork skills. Their experience in technical support also suggests strong client issue resolution and communication abilities. The project descriptions highlight an aptitude for translating complex data into actionable insights and visualizations, which is valuable for stakeholder communication.