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Data Science with less than a year in Machine Learning & Data Analysis
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 Analyst and Machine Learning Engineer skilled in Python, SQL, Power BI, Tableau, and machine learning techniques. Experienced in data preprocessing, EDA, and building predictive models and dashboards through academic projects. Passionate about using data-driven insights to solve real-world problems.
Charotar University of Science and Technology (CHARUSAT)
B.Tech · Information Technology
August 1, 2023 – June 30, 2027
CodSoft
Data Science Intern
May 1, 2026 – June 30, 2026
India
Sign Language Identifier (Computer Vision)
March 1, 2026 – April 30, 2026
Developed real-time hand gesture recognition using OpenCV and MediaPipe Hands with 90%+ accuracy. Implemented image preprocessing and webcam-based inference in Python.
AI-Based Career Recommendation System
November 1, 2025 – December 31, 2025
Built an NLP-based predictive system using Python and OpenAI API for personalized career recommendations. Performed ETL and feature engineering, improving model accuracy from 78% to 87%.
Power BI Dashboard Development
January 1, 2025 – January 31, 2026
Designed Power BI dashboards analyzing 50,000+ records to monitor KPIs, revenue growth, and profit trends. Built Netflix analytics dashboard using statistical analysis and data visualization techniques.
Database Management System
NPTEL
June 1, 2026 – Present
Machine Learning
Coursera
June 1, 2026 – Present
Data Visualization in Tableau
DataCamp
June 1, 2026 – Present
Introduction to Power BI
DataCamp
June 1, 2026 – Present
Power BI and Power Virtual Agents
Coursera
June 1, 2026 – Present
AWS Academy Cloud Foundations Certification
AWS
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's academic projects cover diverse areas within Data Science (NLP, Computer Vision, Business Intelligence), showing a broad interest and adaptability. The internship at CodSoft aligns well with a Data Science role, demonstrating practical application of skills. The certifications further reinforce a proactive learning attitude. However, all experience is academic or internship-based, which might indicate a need for more exposure to corporate environments and team dynamics.
Soft Skills & Operational Fit
The candidate's project descriptions and internship experience indicate an ability to apply theoretical knowledge to practical problems. The focus on improving model accuracy and communicating insights suggests a results-oriented approach. However, without specific behavioral assessment data, it's difficult to fully assess soft skills like teamwork, problem-solving under pressure, or communication clarity in a collaborative setting.