Hello, my name is Nitesh.
Currently I am working as an Applied Scientist-II at Amazon where me and my team leverage LLMs and GenAI to improve the last mile delivery experience for our customers.
I am currently working on core Geospatial use cases like Address Standardization and Validation, Parsing and Matching.
In June 2020, I graduated from IIT, Madras specialising in Deep Learning and VQA models.
I have published papers in top-tier ML conferences like WACV, AAAI, Sigspatial as well as AMLC (Amazon's internal conference).
Currently, I am focusing in the area of NLP and multi-modal models like CLIP and ViLBERT to generate business value.
Here are few of my favorite technologies that I have hands-on experience with.
๐ค Machine Learning
Huggingface Transformers, Datasets, Pytorch, Pandas, Numpy
โ๏ธ Cloud
AWS, AWS CDK, Github Actions, Serverless Framework
๐๏ธ Other Frameworks
Flutter, Firebase