As a final-year Master’s student of AI & machine learning (MAIML) at the University of Adelaide, I’m passionate about using AI, especially computer vision, to solve complex, real-world challenges. My experience ranges from estimating urban housing density, and video surveillance systems, to automating post-processing imagery; I’m always exploring new ways AI can be applied to a wide range of industries.Whether it’s real-time video processing, or image processing, I thrive in dynamic environments that push the boundaries of technology. I’m open to collaborating on impactful projects and learning about new opportunities in AI and beyond.
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Ml Project InternAuriznAdelaide, Sa, Au -
Machine Learning EngineerCorcillum Pty Ltd Oct 2024 - Present- Building 2D and 3D classification models using PyTorch, YOLO, and MonAI to classify stents and branches from coronary OCT images.- Fine-tuning 2D segmentation models using MonAI to segment arteries and branches from angiograms.- Experimenting adding stent and branch classification and segmentation to MedViT’s pre-trained model.- Integrating models into MLFlow, GitHub, and Docker for deployment to the CorSuite app using FastAPI. -
Machine Learning InternMmapt Robotics Jun 2024 - Oct 2024Adelaide, South Australia, Australia- Implemented a generic label detector and barcode reader using, OwlV2 and TensorFlow, for MMAPT's image processing pipeline (featured in SXSW Sydney 2024).- Used GenAI, along with prompt engineering, to test various LLMs for automating label/barcode detection and reading. -
Ai Project StudentFliq Sep 2022 - Dec 2022Vaasa, Ostrobothnia, Finland- Developed real-time video surveillance system for summer cabins in Finland by training a YOLO model to detect cars and persons.- Used Python to capture video footage and Golang for identifying suspicious and unauthorised activities. -
Ai Summer InternNapier Healthcare Jun 2022 - Aug 2022- Identified and planned AI-based features for hospital information systems.- Accessed technical feasibility and designed an algorithm framework for AI-based healthcare products. -
Ai Summer InternHeadai May 2021 - Jul 2021Pori, Satakunta, Finland- Wrote code to retrieve and extract data from MS Word and PDF files using a pdf parser.- Created a data pipeline using Python to convert raw, extracted data into cleaned and recognised keyword sets using Headai’s API services. -
Summer InternTietoevry Jun 2020 - Aug 2020Finland- Identified the different options available for open-source RPA and analysed two of them in detail (TagUI and Robotic Framework). - Created a framework using Python, identified various RPA solutions, performed reviews and evaluations.
Ritika Giridhar Education Details
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Artificial Intelligence And Machine Learning -
Information Technology -
Computer Science
Frequently Asked Questions about Ritika Giridhar
What company does Ritika Giridhar work for?
Ritika Giridhar works for Aurizn
What is Ritika Giridhar's role at the current company?
Ritika Giridhar's current role is ML Project Intern.
What schools did Ritika Giridhar attend?
Ritika Giridhar attended University Of Adelaide, Vaasan Ammattikorkeakoulu Vamk University Of Applied Sciences, Norwegian University Of Science And Technology (Ntnu).
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