Aashish G

Projects:

• Sentiment Analysis: This model helps to determine sentiment on sentence level
• ABSP: Attribute Based Sentiment Polarity, this model helps us to find sentiments around attributes
• Opinion Phrases: This model helps to extract phrases from reviews which contains opinions in them
• Suggestion Mining: This model helps to determine whether customer is giving any suggestions to fellow customer or any advice/Tips to improve product.

Roles & Responsibilities:

• Responsible in Collecting and preprocessing raw text data from various sources such as social media, customer reviews, and survey responses
• Identify, analyze, and interpret trends or patterns in complex data sets
• Prepare data for predictive and prescriptive modeling
• Cleaning and formatting text data to make it ready for analysis
• Assessing and identifying data quality issues and implementing solutions to improve data quality
• Creating and maintaining data dictionaries, data catalogs, and other documentation to ensure that data is well-understood and properly used
• Annotating data with respective to model requirements
• Collaborated on ETL (Extract, Transform, Load) tasks, maintaining data integrity and verifying pipeline stability
• Analyzed complex data and identified anomalies, trends, and risks to provide useful insights to improve internal controls

Projects:

• Language ID - To classify Languages
• Music Segmentation - To separate music part from videos
• Age & Gender Classification - To classify the age and gender of the person from images
• Object Tracking - To track the path of objects
• CBM Model - To classify Category, Brand & Model from titles.

Roles & Responsibilities:

• Work closely with team of data scientists and Analysts to label data that will be used to train and test algorithms for machine learning
• Processing and analyzing data required for Data scientists and help them improve model’s accuracy
• Gather training data as specified by management and engineering team
• Revise training data as specified by engineering team
• Test the output of AI models and update training data needs
• To ensure that all provided training data is clean, which helps models to perform better.
• Leveraged advanced Excel functions for data manipulation and analysis
• Compiled, cleaned and manipulated data for proper handling

As a front-end web developer, I was responsible for

• Bringing a designer’s concept to life with HTML, CSS, and JavaScript

• Production, modification, and maintenance of websites and web application user interfaces

• Creating tools that enhance how users see and interact with website in any browser

• Implementing responsive design for mobile sites

• Consulting on SEO best practices

• Testing the site during development for usability and finding any bugs