GSoC'25

[BasmaElhoseny01]

Hello I am Basma Elhoseny a computer Engineer graduated from Cairo University Faculty of Engineering Computer Section. I am Currently purchasing my MSC Degree mainly in AI. In addition I am a TA at the university teaching students ML ,NN , and Computer Graphics so i think i am a good candidate for your projects ideas since they focus on teaching other developers. I am ex-GSoC 24 mainly working on using AI models (Speech-2-text and Sentiment Analysis Models) for AI-driven UI/UX Usability Tests.

I am excited to be part of your organization so where can i talk to the mentors

https://github.com/basmaelhoseny01
https://summerofcode.withgoogle.com/archive/2024/projects/V469U9cf

Thanks in advance waiting for the community channel :D

[jhaayush2004]

I am Ayush Shaurya Jha, a pre-final year B.Tech student at IIIT Ranchi(India), Pursuing Bachelor of Technology in Computer science and Engineering(with specialization in Artificial Intelligence and Data Science). My passion for machine learning and large language models has driven me to gain hands-on experience with frameworks like JAX, Flax, PyTorch, TensorFlow, and Keras, where I have worked extensively on training, optimizing, and deploying deep learning models and large language models.

One of my key projects involved deepfake detection, where I designed and fine-tuned a MuFuRe-DCNN architecture, leveraging model parallelism, data sharding, and inference optimization on TPUs/GPUs. Additionally, I contributed to AI Health Coach and FASHIO (an LLM-powered fashion recommendation engine based on RAG pipelines), where I optimized transformer models for real-world applications. I deeply enjoy breaking down complex ML concepts into clear, structured, and reusable implementations, making this project an exciting opportunity to contribute educational and reference materials for developers.

The GSoC'25 projects aligns perfectly with my interest in implementing , training and optimizing LLMs using JAX and Flax and contributing to KerasHub, and I am eager to work with a mentor to build open-source model implementations that empower researchers and developers. I look forward to contributing meaningful educational content and expanding my knowledge in LLM architectures and optimization techniques.

Would love to hear your response!

Best regards,
Ayush Shaurya Jha
Github: https://github.com/jhaayush2004
Email: [email protected]