Niranjan Shrestha Email & Phone Number

Nepal

Lalitpur District, Nepal

• Proficient in monitoring and logging machine learning models to track performance, detect errors, and facilitate model maintenance and optimization.
• Proficient in designing and fine-tuning prompts to elicit specific and desired responses from the models using the OpenAI API, and Vertex API.
• Successfully integrated ElasticSearch into the recommendation system architecture, enabling efficient indexing, querying, and retrieval of personalized recommendations
• Skilled in data normalization, scaling, and feature engineering techniques to improve the convergence and accuracy of machine learning and deep learning models.
• Familiar with RESTful API best practices and principles, implementing them with Flask
• Familiar with launching and configuring AWS instances.

Bangalore Urban, Karnataka, India

• Designed, developed, and implemented novel computer vision algorithms for unique use cases using deep learning frameworks such as TensorFlow, keras etc.
• Used object contours and backgrounds to generate augmented data in python
• Evaluated accuracy and quality of the designed models as well as data sources with the help of evaluation metric like mAP, f1-score
• Designed and developed production ready code in python
• Adopted Project Evaluation metrics necessary for creating documents required in an industrial level

Lalitpur District, Nepal

• Implemented Machine Learning Libraries like Pandas for data analysis, Matplotlib for data visualization and Pytorch for Deep Learning model implementation.
• Data gathering via Web Scraping using Scrapy
• Used Data Preprocessing Techniques such as Tokenization and Word Embeddings(Word2vec, tf-idf, GloVe)
• Numpy and Tensor Manipulation and operation
• Implemented NN models(from scratch) such as CNN, RNN, LSTM and YOLO models
• Dealt and Analysed Exploding and VAnishing Gradients, Loss functions and Parameter Tuning

• Collaborated with other Python Developers, used Python scripts to solve fundamental problems
• Dealt with different logic and functions related to Python
• Learnt real life application of object oriented programming

Master Of Science - Ms, Computer System And Knowledge Engineering

Bachelor Of Engineering - Be, Computer Engineering

Intermmediate, Physics

Slc, 86