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Nandini Dholakia

@nandinidholakia

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I build embedded firmware and computer vision models for reliable hardware and AI applications.

India

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What I'm looking for

I'm looking for opportunities to build reliable embedded firmware and machine learning systems, contribute to computer vision projects, deepen my AI skills, and solve real hardware-software integration challenges.

I've built embedded firmware in C and developed computer vision models through roles at VOLANSYS, an ACL Digital company. My work spans image-data preparation, model training, evaluation, and firmware reliability.

At VOLANSYS, I annotated image datasets with CVAT and Make Sense.ai, developed image classification models, and supported debugging and validation of server-based machine learning models. I also worked on firmware bring-up, UART-based debugging, root cause analysis, testing, and validation.

Earlier, I tested warehouse and surveillance robots at Tangible Synthesis and built a biometric attendance system using an R307 fingerprint sensor, ESP32, and OLED display. I'm focused on accurate, reliable AI and embedded systems work.

Experience

Work history, roles, and key accomplishments

Associate Engineer - Embedded Firmware

Volansys (An ACL Digital Company) Pvt. Ltd.

Jan 2025 - Aug 2025 (7 months)

Gained practical knowledge of Machine Learning concepts and model development. Annotated image datasets using CVAT and Make Sense AI, developed and evaluated image classification models, and assisted in debugging server-based ML models.

Machine Learning Computer Vision Data Annotation CVAT makesense.ai Model Training Model Evaluation Debugging

Trainee Engineer - Embedded Firmware

Volansys (An ACL Digital Company) Pvt. Ltd.

Jul 2024 - Dec 2024 (5 months)

Developed and maintained embedded firmware in C, implementing new features and optimizing code. Assisted in firmware bring-up and debugging using FTDI-based UART interfaces, and performed product testing and validation.

C Embedded Firmware Debugging UART FTDI Root Cause Analysis Product Testing

Intern - Embedded Firmware

Volansys (An ACL Digital Company) Pvt. Ltd.

Dec 2023 - Jun 2024 (6 months)

Completed a structured internship training program covering Git, Makefile, Data Structures & Algorithms, Multithreading, and Socket Programming. Strengthened debugging and problem-solving skills while working on real-world embedded software concepts.

Git Makefiles Data Structures Algorithms Multithreading Socket Programming Debugging

Summer Internship

Tangible Synthesis

May 2023 - Jun 2023 (1 month)

Developed test plans for components and products, assisted in testing Warehouse Robot and Surveillance Robot, and conducted research to support ongoing projects. Documented product development processes.

Testing Test Planning Research Documentation