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Assessing your cultural and operational fit
Python Engineer with less than a year in AI/ML, web development, and data analytics.
Motivated and detail-oriented B.Tech Computer Science student with hands-on experience in Python, machine learning, full-stack web development, and data analytics. Developed a CNN-based signature verification system with 96%+ accuracy and NLP-based grammar analysis tools. Skilled in Power BI, Tableau, SQL, and web technologies. Oracle Analytics Cloud 2025 Certified. Seeking an opportunity to contribute to software development or data analytics roles.
Pragati Engineering College
Bachelor of Technology (B.Tech) · Information Technology
August 1, 2022 – Present
Sri Prakash Junior College
Intermediate – MPC (Class XII)
June 1, 2020 – March 1, 2022
Loyola English Medium School
Secondary School Certificate (SSC) – Class X
March 1, 2019 – March 1, 2020
AI-Based Signature Verification System
August 1, 2025 – April 1, 2026
Built a CNN-based deep learning model to classify genuine vs. forged signatures, achieving 96%+ accuracy on test data. Designed an OpenCV image preprocessing pipeline including grayscale conversion, noise removal, and 64x64 pixel normalization to improve model performance. Deployed the solution via a Flask web interface with an HTML/CSS front end for real-time verification.
Slot Machine Arcade Game
March 1, 2025 – April 1, 2025
Engineered a Python slot machine game simulating spinning reels, paylines, randomized win/lose states, and payout calculations. Applied modular design and input validation principles to ensure clean, maintainable code with fair randomness logic.
Grammar Scoring Application
February 1, 2025 – March 1, 2025
Developed a Python-based NLP application that analyzes text input and generates a grammar accuracy score by detecting and categorizing errors. Implemented error classification by type (punctuation, syntax, spelling) using NLTK and Regex, enhancing educational feedback quality.
Personal Portfolio Website
January 1, 2025 – February 1, 2025
Designed and developed a fully responsive personal portfolio website using HTML, CSS, and JavaScript. Implemented modern UI/UX features including animations, smooth scrolling, interactive cards, and custom cursor effects. Built responsive design for desktop and mobile compatibility with optimized user experience.
Oracle Analytics Cloud 2025 Certified Professional
Oracle
June 1, 2026 – Present
Foundations: Data, Data, Everywhere
Google / Coursera
June 1, 2026 – Present
Introduction to Front-End Development
Simplilearn SkillUP
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's academic projects demonstrate a diverse interest in Python applications, ranging from game development to advanced AI/ML and NLP. This breadth of interest, coupled with certifications in data analytics and front-end development, suggests a curious and adaptable individual. However, the lack of professional experience means cultural fit in a corporate environment is largely unproven. The projects are all academic or personal, which is typical for an entry-level candidate, but limits insight into collaborative work or handling real-world project constraints.
Soft Skills & Operational Fit
The candidate lists 'Team Collaboration', 'Effective Communication', 'Quick Learner', 'Problem Solving', and 'Attention to Detail' as soft skills. These are valuable for operational fit, but without practical experience or interview validation, their application in a professional setting is unconfirmed. The academic projects suggest problem-solving abilities.