My Projects

A collection of my work, side projects, and experiments

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Transformer-Based Multimodal Learning Framework
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Transformer-Based Multimodal Learning Framework

A novel architecture for integrating vision and language models with state-of-the-art performance on cross-modal reasoning tasks.

PyTorchTransformersComputer VisionNLPCUDA
Reinforcement Learning for Robotic Manipulation
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Reinforcement Learning for Robotic Manipulation

Implementation of advanced RL algorithms for complex robotic manipulation tasks with sim-to-real transfer capabilities.

PythonTensorFlowReinforcement LearningROSSimulation
Self-Supervised Representation Learning Framework
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Self-Supervised Representation Learning Framework

Research on contrastive learning methods that achieve state-of-the-art performance with minimal labeled data across various domains.

PyTorchSelf-Supervised LearningComputer VisionJAXHPC
Neuromorphic Computing for Edge AI

Neuromorphic Computing for Edge AI

Development of energy-efficient neural network architectures for deployment on specialized neuromorphic hardware.

TensorFlow LiteNeuromorphic HardwareEdge AIC++FPGA
Large Language Model Alignment Techniques

Large Language Model Alignment Techniques

Research on novel methods for aligning large language models with human values and reducing harmful outputs.

PyTorchLLMsRLHFEthicsHuggingFace
Generative Models for Scientific Discovery

Generative Models for Scientific Discovery

Application of diffusion models and GANs to accelerate scientific discovery in material science and drug development.

JAXDiffusion ModelsScientific MLGraph Neural NetworksCUDA

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