Ishit Patel Email and Phone Number
Hey! I am actively looking for full-time roles in machine learning (able to start in Jan '25) as well as co-op roles. I have experience working with deep learning models in domains including videos (DeepFake creation), images (natural images, cgi), etc. and I'm well versed in Python and ML frameworks (PyTorch, Keras). I am also proficient at other development tools like git and cmake. With the growing areas of use that AI is finding, model optimization seems to be gaining attention. I have a good understanding of the various model compression techniques (including pruning, quantization and knowledge distillation) through projects in the area.I also feel that security protocols for the upcoming Artificial Intelligence will play an important role in the future, although it is scarce industry right now, that is something I am interested to work towards in.
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Applied Researcher, Safety MlSan Francisco State UniversitySan Francisco, Ca, Us
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Graduate Research AssistantSan Francisco State University Aug 2024 - PresentSan Francisco, California, United StatesFederated Cross Correlation Learning with Instance learning
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Graduate Teaching AssistantSan Francisco State University Aug 2023 - PresentSan Francisco, California, United StatesTA for:CSC309 - Introduction to Python ProgrammingCSC256 - Machine StructuresCSC600 - Programming ParadigmsResponsible for grading, conducting office hours, etc.
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Machine Learning InternC3 Ai Jun 2023 - Aug 2023San Francisco Bay Area• Developed machine learning model to detect fraudulent activities, reducing false positives and increasing detection accuracy through anomaly detection and predictive analytics.• Achieved a 13% boost in predictive maintenance model for industrial equipment, forecasting potential failures to minimize downtime and reduce maintenance cost . -
Undergraduate Teaching AssistantIndian Institute Of Technology Jodhpur Jan 2022 - May 2022Jodhpur, Rajasthan, IndiaEEL1010 - Introduction to Electrical EngineeringResponsible for grading, conducting office hours, etc. -
Undergraduate ResearcherIndian Institute Of Technology Jodhpur Jan 2021 - Dec 2021Jodhpur, Rajasthan, IndiaTask: 3D Reconstruction of Faces from a single 2D image with occlusions.
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Deep Learning InternKroop Ai Aug 2021 - Dec 2021Gandhinagar, Gujarat, India• Engineered a robust pipeline capable of producing high-fidelity video from given audio inputs. This system integrates state-of-the-art neural rendering techniques to achieve realistic video synthesis.• Enhanced model performance by incorporating a blend of landmark detection algorithms. This strategic integration improved the system’s efficiency by 27% -
Deep Learning Research InternIndian Institute Of Management Ahmedabad May 2021 - Aug 2021Ahmedabad, Gujarat, India• Deployed a race classification system using Haar Cascades and CNNs to analyze the ethnicity of individuals in fundraising campaigns. • Conducted a comprehensive comparison, revealing that campaigns related to American and European causes received approximately 21% more funding compared to those linked to Asian or African origins.
Ishit Patel Education Details
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Computer Science
Frequently Asked Questions about Ishit Patel
What company does Ishit Patel work for?
Ishit Patel works for San Francisco State University
What is Ishit Patel's role at the current company?
Ishit Patel's current role is Applied Researcher, Safety ML.
What schools did Ishit Patel attend?
Ishit Patel attended San Francisco State University, Indian Institute Of Technology Jodhpur.
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