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Software Engineer with less than a year in backend development & machine learning
AI is analyzing your overall score…
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Final-year Computer Science Engineering student with hands-on experience in backend development, API design, database management, and enterprise application migration. Currently contributing to the migration of a Java Spring Boot application to FastAPI using PostgreSQL, SQLAlchemy, and Alembic. Skilled in Python, FastAPI, REST APIs, Git-based development workflows, and machine learning with a strong interest in backend systems and scalable software engineering.
Jain College of Engineering and Technology
Bachelor of Engineering (B.E) · Computer Science Engineering
August 1, 2022 – June 30, 2026
Impulse PU Science College
Pre-University (PU) · Science
N/A – May 31, 2022
St Ann's High School
High School
N/A – May 31, 2020
Aultum Inc.
Backend Development Intern
May 1, 2026 – Present
Hubli, Karnataka, India
Eduexpose
Machine Learning Intern
April 1, 2025 – June 30, 2025
India
Tic-Tac-Toe Using Hand Gesture Recognition
June 16, 2026 – Present
Developed a touchless Tic-Tac-Toe game using OpenCV and computer vision techniques. Implemented real-time hand gesture detection to enable user interaction without physical input devices. Integrated gesture tracking with game logic to provide an interactive gaming experience.
Packet Sniffing with Geo Location Tracer
June 16, 2026 – Present
Developed a network monitoring tool capable of capturing and analyzing packet traffic. Integrated IP geolocation services to visualize packet origins on an interactive map. Utilized Python, Wireshark, and Folium for packet analysis and geographic visualization.
Network Traffic Classification System using Machine Learning
June 16, 2026 – Present
Built a Django-based data pipeline to capture and analyze live network traffic, processing approximately 100-300 packets per minute. Performed data preprocessing and feature engineering to extract 24 network flow features for machine learning model training. Trained and evaluated a Random Forest multi-class classification model to categorize 11 different traffic types using publicly available Kaggle datasets. Successfully distinguished multiple Denial-of-Service (DoS) attack variants from benign network traffic through supervised learning techniques. Implemented protocol-level filtering for TCP, UDP, and ICMP traffic to improve dataset quality and enhance model performance.
HTML & CSS Bootcamp Certificate
LetsUpgrade
June 1, 2026 – Present
JavaScript Bootcamp Certificate
LetsUpgrade
June 1, 2026 – Present
Computer Vision with OpenCV and Python
Udemy
June 1, 2026 – Present
Problem Solving (Basic)
HackerRank
June 1, 2026 – Present
Software Conceptual Design
NPTEL
June 1, 2026 – Present
The candidate scored 58% on the Python Internship Test, indicating a basic to intermediate understanding of Python, but with significant gaps in advanced topics and practical application for an internship role.
Strengths
Limitations
Cultural Fit Analysis
The candidate's project diversity, including computer vision, network analysis, and machine learning, indicates a broad interest in various technical domains. The current internship at Aultum Inc. aligns well with a Software Engineer role, focusing on backend development and migration. However, the candidate is still a final-year student with limited professional experience, which might require more mentorship and integration into a senior team's culture. The psychometric test score suggests potential areas for growth in work attitude and team collaboration, which are key for cultural fit.
Soft Skills & Operational Fit
The candidate lists Problem Solving, Teamwork, Communication, Critical Thinking, and Time Management as soft skills. Project descriptions and internship roles suggest opportunities for collaboration and problem-solving. The psychometric test score of 272/500 indicates potential areas for development in logical reasoning, work attitude, stress handling, and team collaboration, which are crucial for operational fit in a senior role.