Open to opportunities

Harshil User

@harshiluser

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Aspiring machine learning engineer with strong deep learning, computer vision, and research experience.

India

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What I'm looking for

I seek roles focused on machine learning or computer vision where I can apply deep-learning research, build production-ready models, collaborate in cross-functional teams, and grow through challenging applied problems.

I am an aspiring engineer specializing in machine learning, deep learning, and computer vision, with hands-on research and internship experience building real-time recognition and classification systems. I developed a real-time indoor activity recognition system with a multi-branch BiLSTM and attention that reached 96% test accuracy, and I built a custom dataset and models for table-tennis stroke classification achieving 87% accuracy.

I have practical experience deploying modular pipelines, integrating pose estimation (MediaPipe), vision models, and LLM-driven text generation for applied projects like crime-scene description and a multimodal fact-checker. I combine technical rigor with mentoring and leadership, having served as a teaching assistant and led robotics-club and techfest events to drive collaboration and execution.

Experience

Work history, roles, and key accomplishments

Intern - Research

UPM Malaysia

May 2025 - Aug 2025 (3 months)

Developed a real-time indoor activity recognition system using pose estimation and a multi-branch BiLSTM with attention, achieving 96% test accuracy and producing rich 685-D feature vectors per frame.

Mediapipe Deep Learning Attention Mechanisms MediaPipe Pose Estimation Python Model Evaluation Bi LSTM

R&D Intern

The LNM Institute of Information Technology

May 2024 - Aug 2024 (3 months)

Built a dataset of 770+ labeled table tennis video clips and developed ML/DL models to classify strokes, achieving 87% accuracy and documenting results for a conference paper.

Machine Learning Deep Learning Feature Extraction Model Evaluation Python

Teaching Assistant

The LNM Institute of Information Technology

Jan 2024 - Apr 2024 (3 months)

Mentored two batches (60–80 students each) in Data Structures & Algorithms and Scripting labs, guiding practical coursework in Python, Shell scripting, Linux, and basic ML to improve student implementation and problem-solving skills.

Python Data Structures Algorithms Shell Scripting Linux Teaching Mentoring

Education

Degrees, certifications, and relevant coursework

The LNM Institute of Information Technology

Bachelor of Technology, Electronics and Communication Engineering

Activities and societies: Teaching Assistant for Data Structures and Algorithms and Introduction to Scripting Languages labs; member and leader in robotics club activities and techfest event organization.

Pursuing Bachelor of Technology in Electronics and Communication Engineering with coursework in C, C++, Python, data structures, computer networks, microprocessors, and embedded systems; expected graduation in 2026.