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Data Science with less than a year in Python, Machine Learning & NLP
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
To secure a challenging role in a dynamic organization where I can apply my skills, learn new technologies, and contribute to the company's growth while enhancing my professional development.
MALLA REDDY ENGINEERING COLLEGE
Bachelor of Technology · Computer Science Engineering
January 1, 2022 – January 1, 2026
MJPTB Residential Junior College
Intermediate
January 1, 2020 – January 1, 2022
MJPTB Residential School
Secondary SchoolCertificate
January 1, 2019 – January 1, 2020
Employee Salary Analysis System
June 23, 2026 – Present
Developed a data analysis system to process and visualize employee salary datasets using Python. Performed department-wise salary analysis, gender distribution analysis, and experience-based salary insights. Implemented multiple visualizations including bar charts, pie charts, and scatter plots for data interpretation. Used CSV data handling and DataFrame operations for efficient data processing.
View ProjectMachine Learning Based Spam Detection System
June 23, 2026 – Present
Developed an NLP-based Spam Message Detection System using Python and Scikit-learn. Implemented text preprocessing and feature extraction using CountVectorizer. Applied Multinomial Naive Bayes algorithm for spam and ham message classification. Performed dataset splitting using train_test_split for model training and testing. Built an automated text classification system to detect spam messages efficiently.
Cultural Fit Analysis
The candidate's academic projects demonstrate an interest in practical applications of data science, aligning with a problem-solving culture. The use of GitHub suggests an understanding of collaborative development practices. The target role 'Data Science' aligns well with the demonstrated project experience. However, the lack of professional experience or diverse project types limits a deeper assessment of cultural fit.
Soft Skills & Operational Fit
The candidate lists 'Effective communication', 'Time management and multitasking', and 'Self-motivated and proactive' as strengths. These indicate a positive operational fit and a proactive approach to work, which are valuable in team environments. However, these are self-declared and not validated by external assessments.