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Hi, I'm Aanshi Soni, a dedicated B.Tech Computer Science and Engineering student at Manipal University Jaipur.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Manipal University Jaipur
Data Scientist
June 20, 2026 – Present
simple-api
June 26, 2025 – June 26, 2025
A simple RESTful API built with Node.js and Express for basic CRUD operations on user data.
View ProjectChurnWise-Pricing-Engine
May 25, 2025 – May 25, 2025
Churn2Price is a machine learning model that predicts customer pricing using features historically linked to churn. It helps identify pricing strategies aligned with customer retention indicators.
View ProjectMovie-Recommendation-System
May 24, 2025 – May 24, 2025
A hybrid movie recommendation system using content-based filtering and machine learning models. Includes visual performance evaluation using confusion matrices and ROC curves.
View ProjectGesture-Control-Multifunction
May 17, 2025 – May 22, 2025
A Python-based hand gesture control system integrating media play/pause, screenshot capture, notepad launch, and voice output. Utilizes MediaPipe for hand tracking and PyAutoGUI for system interaction.
View ProjectCar-Servicing-Management-System
May 17, 2025 – May 17, 2025
A responsive web platform built with HTML, CSS, and Bootstrap, featuring dynamic form handling and a MySQL-powered backend integrated via XAMPP to streamline service requests and data management.
View ProjectGesture-Controlled-Mouse
May 17, 2025 – May 17, 2025
Control your computer’s mouse pointer and clicks using real-time hand gestures detected via webcam with MediaPipe and OpenCV.
View ProjectVolume-Control-Using-Hand-Gestures
May 17, 2025 – May 17, 2025
Control system volume using hand gestures via webcam. Utilizes MediaPipe to detect finger landmarks and triggers volume up/down based on thumb–index finger distance.
View ProjectSMS-Classifier
May 17, 2025 – May 17, 2025
SMS spam detection using NLP with TF-IDF and machine learning (Naive Bayes, SVM, Logistic Regression). Includes text preprocessing, model evaluation, and visualizations on the SMS Spam Collection dataset.
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal projects, indicating self-motivation and a passion for learning and applying new technologies. The projects are diverse within the data science and machine learning domain, suggesting adaptability and a broad interest. However, the lack of team projects or professional experience beyond a future role at Manipal University Jaipur makes it difficult to fully assess cultural fit in a collaborative, professional environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's projects indicate a proactive and self-directed learning approach, but there is no information on collaboration, problem-solving under pressure, or communication in a team setting.