Data Science with less than a year in Python & Machine Learning
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Assessing your cultural and operational fit
Motivated and detail-oriented B.Tech graduate in Data Science with a strong foundation in Python, SQL, web development, and database management. Skilled in building projects using machine learning and web technologies, with hands-on experience in Fake News Detection and Online Apparel Shopping applications. Certified through NxtWave and Data Science training programs, with a passion for problem-solving, continuous learning, and software development. Seeking an entry-level Software Developer or Full Stack Developer role to apply technical skills, contribute to innovative projects, and grow in a dynamic professional environment.
Sri Indu Institute of Engineering & Technology
B.Tech · Computer Science Engineering (Data Science)
August 1, 2022 – June 30, 2026
Elewayte Institute
Data Science Trainee
September 1, 2024 – October 1, 2024
India
Fake News Detection
June 24, 2026 – Present
The Fake News Detection project uses Python and machine learning techniques to classify news articles as real or fake based on textual content. It involves data preprocessing, feature extraction (e.g., TF-IDF), and model training with algorithms like logistic regression or Naive Bayes.
Hybrid Machine Learning Model for Botnet Attack Detection in IoT
June 24, 2026 – Present
Developed a hybrid machine learning-based system to detect botnet attacks in IoT environments by combining traditional classifiers and anomaly detection techniques. Implemented feature selection and imbalance-handling methods to improve detection accuracy and reduce false positives. Evaluated the model on benchmark IoT datasets, achieving improved precision, recall, and robustness compared to single-model approaches.
Online Apparel Shopping
June 24, 2026 – Present
Developed a web-based application for online apparel browsing, cart management, and order processing using Python. Implemented user and admin modules with features like product catalog, search & filters, cart, checkout, and order tracking. Designed the system using UML diagrams and ensured functionality through unit, integration, and system testing.
Build Your Own Static Website
NxtWave CCBP 4.0 Academy
January 1, 2025 – Present
XPM 4.0 Fundamentals
NxtWave CCBP 4.0 Academy
January 1, 2025 – Present
Build Your Own Responsive Website
NxtWave CCBP 4.0 Academy
January 1, 2025 – Present
Introduction to Databases
NxtWave CCBP 4.0 Academy
January 1, 2025 – Present
Data Science Certification
Elewayte Institute
January 1, 2024 – Present
Cultural Fit Analysis
The candidate's academic projects demonstrate an interest in diverse applications of machine learning, from text classification to IoT security. Participation in the Smart India Hackathon and leadership roles indicate a proactive and collaborative mindset. The certifications from NxtWave CCBP 4.0 Academy and Elewayte Institute show a commitment to continuous learning and skill development, which aligns well with a growth-oriented culture. However, the experience is primarily academic, and the target role is 'Data Science' while the professional summary mentions 'entry-level Software Developer or Full Stack Developer', indicating a potential misalignment or broad interest that needs clarification.
Soft Skills & Operational Fit
The candidate highlights soft skills such as problem-solving, time management, collaboration, and communication. Participation in a hackathon and leadership roles as 'Team Captain' suggest an ability to work in teams and manage project tasks. The 'Quick Learner' trait is valuable for adapting to new technologies and methodologies in a dynamic data science environment.