Aryan

Machine learning

• I have developed a strong understanding of machine learning. This includes various algorithms, techniques for data pre-processing, model selection, and hands-on experience with popular tools and libraries.

Deep learning

• I have gained a deep understanding of deep learning, including various neural network types, optimization techniques, and practical experience with popular frameworks. This has provided me with a strong foundation for further research and the development of innovative AI solutions in various domains.

Sequential models

• I have acquired a strong grasp of sequential deep learning models, such as recurrent neural networks, long short-term memory networks and transformers, via my engineering education. I have vast expertise with well-known frameworks and their uses . 

NLP(Natural Language Processing)

• Probabilistic Models: Modeling the probability distributions of words, sentences, or entire documents, often used in language modeling and information retrieval.
• Word Embeddings: Mapping words or phrases to vectors in a high-dimensional space, used to represent the semantic meaning of language.
• Sentiment Analysis: Determining the emotional tone of a piece of text, whether positive, negative, or neutral.
• Tokenization: The process of breaking text into individual tokens (words, phrases, or sentences) for further analysis.

Federated Learning

• I appreciate federated learning's privacy-protecting approach to machine learning, scalable and effective training method, and adaptability to different situations and models. It provides a promising answer to the problems posed by centralised data processing and training.

Google Developers Student Club

2022 - Present

GDSC is space for university students interested in Google developer technologies.

Machine Learning Team

• ML Study Jams

Mentored and Facilitated the ML Study Jams.

• PLacement Predictor

Contributed to the development of an End to End ML which can predict placement.

• Get Set Google

Mentoring students about various domains in GDSC and use of google technologies in day today life.

• Treasure Hunt(Fest Nimbus)

Implemented and coded part of the riddles and Fun games using Open cv and media pipe

English Club NIT Hamirpur

2022-present

Cultural Club for promotion of Liturature and English in NIT Hamirpur.

Event Management

• Kaliedostokes : Conducted and managed an event for the awareness of LGBTQ+ community.
• Symphonies of Sunset : Organized and managed a literary, artistic, and musical event.
• Youth parliment: Organized youth parliament for the students of NITH Hamirpur.

Content Writer

• Written numerous articles and writings for the English Club NITH.
• Worked on Freshmen guide:A magazine for the freshers of NITH.

Hillfair

• Presented a skit at the NIT Hamirpur Cultural Festival before a huge crowd.