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Data Science with less than a year in Machine Learning, Deep Learning & Computer Vision.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Aspiring Data Scientist with hands-on experience in Machine Learning, Deep Learning, and Computer Vision. Skilled in Python, SQL, and data visualization tools, seeking an entry-level role to apply analytical and problem-solving skills in real-world projects.
Guru Nanak Khalsa College Haryana
Bachelor Of Computer Application(BCA)
August 1, 2023 – June 30, 2026
S.D Sen. Sec. School, Workshop Haryana
Senior Secondary Education
June 1, 2022 – May 31, 2023
New Saraswati Sen. Sec. School Haryana
Secondary Education
June 1, 2020 – May 31, 2021
Airline Satisfaction Classification
June 1, 2026 – Present
Developed and compared tree-based and non-tree-based models to classify airline passenger satisfaction, achieving 94% accuracy and identifying key service factors.
Real-time Traffic Density Estimation
June 1, 2026 – Present
Built and deployed a real-time traffic density estimation system using YOLOv8 object detection, processing live video feeds for accurate vehicle counting and congestion analysis.
Image Classification with Transfer Learning
June 1, 2026 – Present
Implemented transfer learning for image classification using TensorFlow Hub pretrained models; achieved high accuracy by adapting advanced CNN architectures to custom datasets.
Text Generation using LSTM Networks
June 1, 2026 – Present
Designed and trained an LSTM-based recurrent neural network to generate text sequences, leveraging large textual datasets for meaningful and context-aware text output.
Data Science With Generative AI
Unknown
June 1, 2026 – Present
Decode Python With DSA Course
Unknown
June 1, 2026 – Present
Discover the Art of Prompting
Unknown
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's project portfolio shows a strong interest and initiative in various data science domains (classification, object detection, NLP, image processing). This diversity suggests an eagerness to learn and apply different techniques, which can be a positive cultural fit for a dynamic team. However, the lack of professional experience or team-based projects makes it challenging to fully assess cultural fit regarding collaboration, adaptability, or professional communication within an organizational context.
Soft Skills & Operational Fit
The candidate's project descriptions indicate an ability to execute technical tasks and a foundational understanding of data science workflows. However, without direct work experience or psychometric test results, it is difficult to assess soft skills like teamwork, problem-solving under pressure, or communication in a professional setting. The projects are all personal, which limits insight into collaborative operational fit.