About Me
6.2 years of experience out of which 2+ years in research and development experience in NLP using Deep learning and Machine Learning .Good background on CNN, LSTM ,GRU, encoder and decoder architecture. Used packages like Keras, Tensorflow, sklear...
Knowledge of teserract OCR and OpenCV for improving quality of images.
Web service development using Flask and tornado ,reading and writing data into JSON format to fit it into Kafka stream pipeline .Worked with business team to gets the requirements clear and translate the business problem into solution by consulting with technical Architect. Knowledge of end to end ML pipeline using CICD.
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Programming Language
Others
Data & Analytics
Software Engineering
Mobile Apps
Database
Networking & Security
Web Development
Positions
Portfolio Projects
Company
Project 1 : Wipro Holmes Duration: JUL 2019 – Till date
Description
Project 1 : Wipro Holmes Duration: JUL 2019 – Till date
Client : Alight USA.
Tools : python,sklearn,NLTK and Deep learning .
Responsibilities:
- Gathering requirement and creating system requirement document and high-level design document.
- Analyzing system and understanding data.
- Develop web service to do document classification, entity extraction and generate JSON output which can be integrated to kafka pipeline.
- Entity extraction service which was developed uses Glove embedding using bidirectional-LSTM, tornado.
- Working on integrating the model into Wipro HOLMES pipeline.
- Giving walkthrough for the developed solution to the business team.
Company
Project 2 : Customer Review Analysis Duration: OCT 2018 – MAR 2019
Role
Machine Learning Engineer
Description
Project 2 : Customer Review Analysis Duration: OCT 2018 – MAR 2019
Client : Ameriprise USA
Tools : python,sklearn,NLTK and Deep learning .
Responsibilities:
- Gathering requirement and creating high-level design document .
- Analyzing and understanding data and cleansing using Python
- Developed classification model using SMOTE and XGBoost.
- Giving walkthrough for the developed solution to the business team.
Tools
NumPy UNIX SHELL SCRIPTINGCompany
Project 3 : ServiceNow Comment Analysis Duration: APR 2018 – SEP 2018 Cl
Role
Machine Learning Engineer
Description
Project 3 : ServiceNow Comment Analysis Duration: APR 2018 – SEP 2018
Client : Ameriprise USA
Databases : Oracle,
Tools : Python,
Responsibilities:
- Analyze and work on labeling the data with the help of support team
- Created classification model for classifying the ticket and assigning it to correct team.
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NumPy