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Aspiring Data Scientist with strong Python, SQL, and Machine Learning skills
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Seeking an opportunity in a data science role to gain hands-on experience with Python, SQL, and Machine Learning while contributing to meaningful projects and continuous learning within a collaborative team.
Vels Institute of Science, Technology & Advanced Studies (VISTAS)
Master of Science · Data Science with Business Analytics
N/A – June 30, 2025
Agurchand Manmull Jain College
Bachelor of Arts · Mathematics with Computer Application
N/A – June 30, 2021
FLIGHT PRICE PREDICTION
June 24, 2026 – Present
• Built a supervised ML model to predict flight prices using key features such as airline, source, destination, stops, and travel class. • Executed data cleaning, EDA, feature engineering and performance evaluation using MAE, RMSE, and R2 score. • Applied random forest regression achieving 93% accuracy with Random Forest.
DEEP LEARNING-BASED PAPAYA RIPENESS CLASSIFICATION
June 24, 2026 – Present
• Preprocessed papaya images using colour space conversion and noise reduction to standardise inputs for model training. • Segmented fruit region from background using edge detection and colour thresholding to isolate the area of interest. • Extracted colour, texture, and shape features and classified ripeness stages using SVM with optimised RBF kernel. • Developed an SVM-based ripeness classification model with an optimized RBF kernel, achieving over 90% accuracy and outperforming ANN and CNN baseline models.
RESUME CATEGORIZATION
June 24, 2026 – Present
• Built an NLP-based resume classification system to categorize resumes into relevant job roles. • Applied text pre-processing and feature extraction (TF-IDF, word embeddings) for improved model performance. • Developed a Logistic Regression model optimizing parameters for high accuracy. • Achieved 94.48% accuracy on test data and exported categorized results to a CSV file.
Complete Data Science, Machine Learning,DL,NLP Bootcamp
UDEMY
August 1, 2024 – Present
Python and SQL for Data Science
SCALER
June 1, 2024 – Present
Cultural Fit Analysis
The candidate's academic projects demonstrate a strong interest in diverse applications of data science, from flight price prediction to image classification and resume categorization. This breadth of interest aligns well with a dynamic, research-oriented data science environment. The pursuit of certifications and a Master's degree also suggests a growth mindset. However, the lack of professional experience or involvement in open-source projects limits the assessment of cultural fit beyond academic enthusiasm.
Soft Skills & Operational Fit
The candidate's resume indicates a proactive approach to learning and project execution. The objective statement highlights a desire for continuous learning and collaboration, which are positive indicators for operational fit. However, without direct work experience, it's difficult to assess soft skills like teamwork, problem-solving under pressure, or communication in a professional setting.