Vineet Kumar Mishra
@vineetkumarmishra
AI/ML Engineer specializing in machine learning and computer vision.
What I'm looking for
I am an AI/ML Engineer with a Master's degree in Communication and Signal Processing, specializing in Machine Learning. My expertise lies in the full ML lifecycle, from data preprocessing to model development and deployment. I have a strong proficiency in Python and frameworks such as TensorFlow, Keras, and PyTorch, which I have utilized to develop scalable microservices for real-time processing.
Throughout my career, I have successfully led projects that involve complex machine learning models, including YOLOv9 for object detection and AnySize GAN for image synthesis. My work has consistently achieved high accuracy rates, such as a 96% MAP accuracy in object detection. I am passionate about leveraging technology to solve real-world problems and continuously seek to enhance my skills in the rapidly evolving field of AI.
Experience
Work history, roles, and key accomplishments
Machine Learning Engineer
Conxai Technology
Apr 2024 - Present (1 year 1 month)
As a Machine Learning Engineer, I specialize in the full ML lifecycle, focusing on computer vision and real-time processing. I have deployed scalable microservices using Docker and AWS, and trained models like YOLOv9 for object detection.
Senior Software Engineer (AI/ML)
Conxai Technology
Aug 2023 - Apr 2024 (8 months)
Led projects in AI/ML, focusing on real-time monitoring and object detection. Achieved high accuracy in worker activity classification and optimized model inference speed using tensorRT.
Software Engineer (AI/ML)
DIMAAG AI
Jul 2022 - Aug 2023 (1 year 1 month)
Developed advanced GAN architectures for image synthesis and a microservice for PPE compliance verification. Focused on integrating state-of-the-art models for high-quality image generation.
Artificial Intelligence Scientist Intern
IQVIA
Jan 2022 - Jul 2022 (6 months)
Conducted data analysis and developed machine learning models for breast cancer relapse prediction. Improved efficiency in tracking worker activity and machine throughput.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Technology Mandi
Master of Technology, Communication and Signal Processing
2020 - 2022
Completed a Master's degree in Communication and Signal Processing with specialization in Machine Learning. The program involved generating high-quality multi-resolution fault images and integrating advanced GAN architectures for image synthesis.
Shri Ramswaroop Memorial College of Engineering and Management
Bachelor of Technology, Electronics and Communication Engineering
2013 - 2017
Earned a Bachelor's degree in Electronics and Communication Engineering. Focused on statistical tests and machine learning algorithms for feature analysis related to breast cancer relapse patients.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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