Dhanalakshmi User

I am an experienced professional with over 3.6 years as a Team Lead for the Indian Annotation team, providing support for AI/ML developers within U.S.-based teams. My expertise lies in model training, fine-tuning, and aligning AI/ML solutions with business objectives. I have a proven track record of achieving high accuracy rates, notably 98% in object detection models, through close collaboration with data scientists.

In my current role at Ermofilex Rhythm Engineering, I have supported the development of ML models using frameworks such as Darknet and PyTorch. I am skilled in A/B testing and performance evaluation, utilizing metrics like precision and F1-score to ensure the effectiveness of deployed models. My hands-on experience with traffic simulation tools like SUMO has enabled me to analyze complex road networks and develop effective traffic management strategies.

Throughout my career, I have managed annotation and data collection teams, ensuring efficient integration into the AI/ML development workflow. I am passionate about providing actionable feedback to enhance model performance and am committed to continuous improvement in the field of AI/ML.