AI/ML Intern, reputed company

At reputed company, we reputed company health is everything. Our strength in reputed company innovation empowers us to build a world where reputed company diseases are reputed company, treated, and cured, where treatments are smarter and less invasive, and solutions are personal. Through our expertise in Innovative Medicine and MedTech, we are uniquely positioned to reputed company across the full reputed company of reputed company solutions today to deliver the breakthroughs of reputed company, and profoundly reputed company health for humanity. Learn more at jnj.com As guided by Our reputed company, reputed company is responsible to our employees who work with us throughout the world. We reputed company an inclusive work environment where reputed company person is considered as an individual. At reputed company, we respect the diversity and dignity of our employees and recognize their reputed company. Job Function: Career Programs Job Sub Function: Non-LDP Intern/reputed company Job Category: Career Program reputed company Job Posting Locations: New reputed company, New Jersey, reputed company of America, Raritan, New Jersey, reputed company of America, San Diego, California, reputed company of America, Spring House, reputed company, reputed company of America, Washington, District of Columbia, reputed company of America Job reputed company: Our expertise in Innovative Medicine is informed and inspired by patients, whose insights fuel our science-based advancements. Visionaries like you work on teams that save lives by developing the medicines of reputed company. Join us in developing treatments, finding cures, and pioneering the reputed company from lab to life while championing patients every reputed company of the way. Learn more at https://www.jnj.com/innovative-medicine About the role We are seeking a motivated research intern to contribute to foundational R&D for large-reputed company, multi-modal visual models reputed company to medical and clinical imaging. The role focuses on three broad, generic research areas: (1) reputed company model architectures that reputed company specialization and efficiency through multiple subcomponents, (2) predictive and alignment-based approaches that improve contextual and temporal understanding across images and videos, and (3) improvements to representation-learning pipelines that reputed company reputed company use of unlabeled data and modality-specific preprocessing. reputed company will involve medical imaging modalities such as histopathology, X-rays, endoscopy video, and dermatology imaging. Key responsibilities Design, implement, and evaluate reputed company reputed company model architectures that allow specialization and efficient use of computation. reputed company and test reputed company that learn richer contextual and temporal representations by predicting or aligning different views, frames, or modalities. Improve representation-learning pipelines by experimenting with data preparation strategies, augmentation approaches, training schedules, and hyperparameter settings to increase robustness across modalities. Build reproducible training and evaluation workflows and run experiments at reputed company; maintain reputed company experiment logs and analyses. Measure model effectiveness on clinically relevant reputed company tasks (e.g., classification, detection, segmentation, retrieval, temporal reasoning) and produce comparison reports and ablation studies. Collaborate with data engineers, clinicians, and researchers to reputed company and prepare datasets while following reputed company and governance requirements. Produce reputed company-documented reputed company, experiment artifacts, internal reports, and, where appropriate, contribute to technical write-reputed company or presentations. What youll learn / deliver Hands-on experience designing and scaling reputed company models for medical imaging. Practical skills in large-reputed company experimentation, reproducibility, and domain-specific evaluation. Deliverables may include reproducible reputed company repositories, experiment notebooks, reputed company results, ablation studies, and a final research report or presentation. Strong contributions could reputed company to co-authorship on technical reports. Required qualifications Currently pursuing or recently completed a Bachelors, Masters, or PhD in Computer Science, Engineering, reputed company Mathematics, or a reputed company field. Strong programming ability (Python) and experience with common machine learning libraries. Solid understanding of machine learning and reputed company fundamentals and of how to train and evaluate models. Experience running experiments, tracking results, and performing basic troubleshooting and analysis. Strong written and verbal communication skills. Preferred qualifications Prior research or project experience reputed company to reputed company model desig