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Full Stack Engineer with less than a year in MERN stack, UI/UX, and AI/ML.
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Assessing your cultural and operational fit
Full Stack Developer skilled in MERN stack, UI/UX design, applied Al/ML, and DevOps practices. Experienced in building web apps, training ML models, performing testing, and delivering efficient, user-friendly solutions.
FAST National University of Computer & Emerging Sciences, Isb.
BS Software Engineering · Software Engineering
August 1, 2022 – Present
Murray College, Sialkot
FSc Pre-Engineering · Pre-Engineering
N/A – Present
Internboot
Web Development Intern
October 1, 2025 – December 1, 2025
India
Internboot
Data Analyst Intern
June 1, 2025 – August 1, 2025
India
Sign Language Digit Recognition (CNN)
September 1, 2025 – October 1, 2025
Built a CNN-based hand sign digit recognition system using image classification techniques. Trained and evaluated deep learning models on labeled gesture datasets with preprocessing and augmentation for improved accuracy.
View ProjectHomeEase-Mobile App
May 1, 2025 – Present
Built a cross-platform mobile app connecting customers, providers, and admins with features like service booking, scheduling, reviews, and earnings tracking. Developed RESTful APIs using Node.js and MongoDB for smooth communication and secure authentication. Integrated AI features including personalized service recommendations and a customer-assistance chatbot.
View ProjectMovie Genre Detection (Deep Learning)
May 1, 2025 – June 1, 2025
Built a trailer-based movie genre classifier using YouTube videos; fine-tuned ResNet50 on extracted frames and used semi-supervised labeling (ResNet50 + K-means). Implemented full ML pipeline including data collection, preprocessing, training, and evaluation.
View ProjectDry Fruit Admin Panel (MERN Stack)
November 1, 2024 – December 1, 2024
Developed a full-stack admin dashboard using the MERN stack, featuring product, user, and sales management with reusable components, secure APIs, and a fully responsive interface.
View ProjectCultural Fit Analysis
The candidate's project diversity, spanning full-stack web development and AI/ML, indicates a broad interest in technology and a proactive approach to learning. The personal projects demonstrate initiative and self-direction. The internships, while short, show an ability to work in a structured environment. However, the candidate is still pursuing a bachelor's degree and has limited professional experience, which might impact their immediate cultural fit for a senior role requiring extensive team leadership or complex project management.
Soft Skills & Operational Fit
The candidate lists collaboration, communication, and problem-solving as soft skills. Project descriptions indicate remote collaboration during internships. The diverse project portfolio, including full-stack development and AI/ML, suggests adaptability and a willingness to learn new technologies. However, the limited professional experience (internships only) means operational fit in a senior role is unproven.