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Aishwarya Narayanan is a Development Engineer -1 at Comcast since April 2024, previously serving as a Software Developer Intern at the Indian Institute of Technology, Roorkee from January to June 2024, where participation in the Google exploreCSR program led to recognition as one of the top 50 students selected from a competitive applicant pool. Aishwarya gained valuable experience as a Machine Learning Intern at RandomTrees in mid-2023, focusing on LLM and GenAI use cases, along with insights on VectorDB and Cosine Search Similarity. Contributions to the open-source initiative Samagra occurred during summer 2023, and prior industrial training at Brakes India provided practical applications of electrical and electronics engineering concepts. Aishwarya earned a Bachelor of Technology in Electrical and Electronics Engineering from Shanmugha Arts, Science, Technology and Research Academy, following earlier education at Vidya Mandir Estancia.