Neha Shrestha

Researched Large Language Models, analyzing architectures and limitations to identify optimal use cases and improve performance. Engineered data collection frameworks and developed fine-tuning pipelines using PEFT and LoRA, achieving faster training times and reduced computational resources. Architected a Retrieval-Augmented Generation system integrating Gemini and OpenAI APIs with LangChain, sign

Led end-to-end machine learning projects, implementing advanced algorithms like XGBoost and Neural Networks to achieve high prediction accuracy and develop a real-time recommendation engine. Mastered deep learning frameworks through hands-on projects, including developing computer vision systems and implementing NLP solutions using transformer architectures. Developed an innovative Nepali Language

Developed and implemented machine learning models using Python and scikit-learn, improving predictive accuracy for customer behavior analysis. Collaborated with cross-functional teams to clean, preprocess, and analyze large datasets, creating comprehensive data visualization reports using Power BI. Conducted exploratory data analysis to identify key patterns and trends, and assisted in building ET

Provided part-time tutoring in Physics and Mathematics to GCE A-Level students under the Cambridge curriculum. Developed tailored lesson plans to meet individual learning needs, fostering a deeper understanding of complex concepts. Assisted students in improving problem-solving skills and preparing effectively for exams.

Studied core computer science principles and information technology applications. Gained proficiency in programming, data structures, algorithms, and software development methodologies. Explored areas like database management, networking, and system analysis.

Completed advanced level studies focusing on pure science subjects. Developed strong foundational knowledge in physics, chemistry, and mathematics. Prepared for university-level science and engineering programs.

Completed secondary level education under the national curriculum. Studied a broad range of subjects including science, mathematics, and humanities. Achieved the School Leaving Certificate qualification.