Manasvi Saini
Software Development EngineerAI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Software Development Engineer with less than a year in Data Structures, Algorithms & Machine Learnin
Aspiring Software Development Engineer with strong foundations in Data Structures, Algorithms, and Machine Learning. Experienced in developing real-world projects including a Face Recognition Attendance System and a full-stack web application. Skilled in debugging, testing, REST API integration, and MySQL database management. Proficient in writing clean and efficient code with a focus on performance optimization. Strong problem-solving abilities and a quick learner, with the ability to adapt to new technologies and collaborate effectively in team environments.
Chandigarh Group of Colleges, Jhanjeri
Bachelor of Technology · Computer Science and Engineering
August 1, 2023 – June 30, 2027
Ambience Academy
Senior Secondary Education
June 1, 2022 – May 31, 2023
Ambience Academy
Secondary School Education
June 1, 2020 – May 31, 2021
Face Recognition Attendance System
January 1, 2026 – Present
Developed a real-time attendance system using Python and OpenCV. Implemented face detection and recognition algorithms. Integrated MySQL database to manage attendance records. Designed backend logic for real-time processing. Optimized performance for faster recognition. Used Git for version control during development. Tested and validated system before deployment. Followed modular coding practices for maintainability.
Machine Learning Project (Prediction System)
January 1, 2026 – Present
Built a machine learning model for prediction/classification tasks. Performed data preprocessing and feature engineering. Trained and evaluated model performance. Optimized code for better performance and efficiency. Optimized model accuracy through tuning. Integrated model into application workflow. Debugged model issues and improved results.
Ghar Ka Khana (Food Delivery / Home Food Platform)
January 1, 2026 – Present
Developed a web-based platform connecting users with home-cooked meal providers. Designed frontend using HTML, CSS, and JavaScript. Developed backend services and integrated REST APIs. Managed MySQL database for user and order data. Implemented CRUD operations and user authentication. Performed debugging and improved application performance. Tested application features to ensure reliability. Collaborated with team members during development.
Workshop in technical and career development
Unknown
June 1, 2026 – Present
Online workshop on Resume Building and Career Readiness
college
June 1, 2026 – Present
The candidate scored 0% on the Python Internship Test, indicating a complete lack of proficiency in the evaluated Python skills.
Limitations
Cultural Fit Analysis
The candidate's project diversity, including a face recognition system, a food delivery platform, and a machine learning prediction system, shows a broad interest in different application domains. Participation in a coding marathon and hackathon suggests a proactive and engaged approach to learning and problem-solving. However, the lack of professional experience and low assessment scores indicate that significant development is needed to align with a senior Software Development Engineer role.
Soft Skills & Operational Fit
The psychometric test score (207/500) suggests potential areas for development in logical reasoning, work attitude, stress handling, and team collaboration. The candidate's resume mentions participation in code reviews and following coding best practices, indicating an awareness of collaborative development, but this is not validated by assessment data. The English test score (53/100) indicates a need for improvement in communication clarity and professional language usage.