Natural Language Processing Engineer

Responsibilities:

 Responsible in developing system models, prediction algorithms, solutions to prescriptive analytics problems and data mining techniques

 Involved in creating various regression and classification algorithms by using decision trees, NB, KNN, RF, SVM, regression models, LSTM, Transformer based models (Bert, Roberta, NERD), neural networks, clustering algorithms

 Performed preliminary data analysis using descriptive statistics and handled anomalies such as removing duplicates and imputing missing values

 Developed NLP models for Topic Extraction, Sentiment Analysis, Name entity extraction, multi and multi-label text classification

 Worked on MLOPS, created and designed the architecture for models to be hosted on AWS cloud (AWS) and provide model scalability according to the user need.

 AWS services I have worked with and used till now: Sagemaker, EC2, Lambda, API Gateway, Dynamo DB, S3, Cloud Watch, SQS, IAM, Cron Jobs, Amazon Elastic Inference, Amazon Comprehend.

Research Assistant

Responsibilities:

 Worked and assisted on different project of natural language processing included text summarization, text classification, dimensionality reduction

 Worked on series of evolutionary Projects which are related to Genetic programming (GP, GEP, MEP, CGP and NEEP) and also worked on series of optimization algorithms (GA, PSO, DE and CMAES)

 Supervised the undergraduate student on research projects based on Genetic programming, NLP and Neural network

 Conducting literature review on NLP and Evolutionary Algorithms, provide summarization and in-depth institution to my supervisor and team members

Teaching Assistant

Responsibilities:

 Teach students the basic skills of C++

 Conducted labs and assisted students in semester projects

 Grad student Assignment and semester Quiz