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Assessing your cultural and operational fit
AI/ML Engineering Student | Freelance Web Developer | Java & DSA
Freelance ML Engineer | Web Developer | 3rd Place @ Orion 2.0 Hackathon Honestly, I prefer building things over just reading about them. I’m a 2nd-year B.Tech student, but I’ve already started shipping code for the real world. Currently, I’m working as a Freelance ML Engineer—I recently engineered a lightweight deepfake detection system that runs on standard CPUs with 94% accuracy. It taught me that efficient code beats complex code every time. When I'm not on a freelance gig, I'm building projects to solve my own curiosity: The Hardware Experiment: Built "FoodScan" using a Raspberry Pi and the Gemini API to track calories in real-time. The Visualizer: Created a custom LeetCode Analytics Dashboard using React.js because I wanted better insights than the default tables. The Win: Secured 3rd Position at the Orion 2.0 Web Development Hackathon. My Stack: React.js, Tailwind CSS, Python (OpenCV, TensorFlow), and Java. I’m looking for Frontend or Full-Stack Internships where I can actually contribute to the codebase
University of Engineering & Management (UEM)
Bachelor of Technology - BTech
July 1, 2024 – June 1, 2028
Freelance
Machine Learning Engineer
January 1, 2026 – February 1, 2026
Advanced System Security Topics
University of Colorado System
June 23, 2026 – Present
Electronics Foundations: Basic Circuits
June 23, 2026 – Present
Principles of Management
Johns Hopkins University
June 23, 2026 – Present
Introduction to Programming with MATLAB
Vanderbilt University
June 23, 2026 – Present
Cultural Fit Analysis
The candidate's single freelance project and academic background suggest a focus on practical ML application. The certifications are diverse but do not directly align with the ML Engineer role, indicating a broad interest rather than deep specialization in areas outside ML. The limited experience makes a comprehensive cultural fit analysis challenging.
Soft Skills & Operational Fit
The provided data is insufficient to assess soft skills or operational fit beyond the technical description of a freelance project. No psychometric test results are available.