Soujanya P M
Jr. Data Scientist
Davanagere,Karnataka
Summary
Attitude of continuous learning, capable of collaborating and striving to put the team's objective ahead of everything else. Ability to work under unstructured problem scenarios, find solutions and get things done.
Overview
4
4
years of professional experience
Work History
Jr. Data Scientist
Forsk Technologies
Jaipur
11.2021 - Current
- Independent functional and technical analysis
- Research, implement and deploy data models using di erent techniques
- Data movement from di erent sources using
- Kafka
Data Science Intern
Forsk Technologies
Jaipur
05.2021 - 10.2021
- Model selection to address business problems using evaluation metrics
- Presenting information using data visualization techniques
- Undertaking data collection, wrangling, pipelining and analysis
- PROJECTS
Full-Stack Web Developer
Codewave Technologies
Bengaluru
03.2018 - 04.2021
- Implemented e client queries for complex functionalities
- Developed, improved, and operated web-based applications
- Creating and executing optimized solutions for challenging problems
- Worked on the MERN stack
Education
Bachelor of Technology -
GM Institute of Technology
Skills
Python, JavaScript
Machine Learning: Regression, Classification, Clustering, PCA
Deep Learning: CNN, ANNPackages: Numpy, Matplotlib, PandasScikitLearn, KerasDatabase: MongoDB, MySqlData Visualization: Power BI, Tableau, DashCloud: AWSTools: AirFlow, Kafka, DockerCI/CD: GitLabScripting: Bash, JavaScriptOthers: Excel, SQL, DBeaver, MongoDB CompassAccomplishments
Terrorism Data Analysis | Govt. Of India
- Performed EDA on terrorism data and converted it into actionable insights.
- Created visually impactful maps and charts which interpreted various attack types in different regions of world and India
- Dash, Python, Plotly, PowerBI
Sentiment Analysis(AI) for E-Commerce Reviews
- Leading prototype development to analyze customer reviews for improved insights
- Wrangled 15GB of data to build ML model
- Webscrapped 1L reviews for test and evaluate
- Python, Dash, NLTK, ML, Keras, AWS
Streaming Analytics using Kafka
- Process call data record from telecom company
- Built a scheduler to insert the data into mysql DB using Airflow
- Created streaming pipeline to analyze the data in real-time using Kafka and Kibana
- Implemented slack notification
- Python, MysqlDB, Airflow, Kafka, Confluent, Kibana, Docker
Image classification
- Downloaded 3 types of pokemon images from web using microsoft bing API
- Performed data augmentation on the images
- Developed CNN model using Keras to perform image classification
- Automated the ETL process using Airflow and deployed on AWS
- Python, Airflow, Keras, MinIO, S3, Docker, AWS
Telecom Call Data Record Analysis Using PowerBI
- Collected, cleansed and preprocessed the raw telecom call data record
- Created interactive and informative dashboard using PowerBI
- Performed analytics and generated insights on call data, device data and service data.
- Python, Pandas, Numpy, PowerBI
Timeline
Jr. Data Scientist
Forsk Technologies
11.2021 - Current
Data Science Intern
Forsk Technologies
05.2021 - 10.2021
Full-Stack Web Developer
Codewave Technologies
03.2018 - 04.2021
Bachelor of Technology -
GM Institute of Technology