Akshay Verma
@akshayverma
Data Scientist Associate at TheMathCompany
Bengaluru, Karnataka
Akshay is a solution-oriented Software Engineer with 3 years of experience specializing in back-end development. He possesses proficiency in Python, utilizing Machine Learning, Deep Learning, and Computer Vision algorithms. His skills include NLP techniques (tokenization, lemmatization, topic modeling) and developing predictive models, complemented by knowledge of AWS and embedded systems.
Experience
Data Scientist Associate
TheMathCompany
Performed EDA on given datasets to understand the behaviour of the dataset. Implemented NLP to tokenize the words, did Lemmatization, removed the stop words and did feature extraction on given dataset. Did feature engineering and feature selection after pre-processing the dataset. Implemented Machine Learning and Deep Learning algorithms to develop predictive models. Validate models using K-Fold.
Data Scientist
KayaDev AI
Project 1 (Video Analysis for Retail Stores): Performed people detection and centroid tracker on videos by using the TensorFlow framework. Developed face recognition using the FaceNet model. Predicted age-gender and emotions using CNN. Created APIs using Flask. Project 2 (Kaya Screener): Ran face detection using TFLite and Open VINO on raspberry pi. Developed face recognition using TFLite. Implemented QR Code Scanner. Project 3 (Smart Speaker): Implemented speech recognition and speech synthesis. Imported Wikipedia to parse data.
Education
CDAC
PG-DESD
Dr. APJ Abdul Kalam Technical University
Bachelor of Technology