Aishwarya Walkar

• Project Title :- Time series Analysis
• Analyze behavior of Monthly net amount as per Bill date, state level and product level analysis done for better accuracy.
• Forecasting of Sales and Budget management.
• Project Title :- Resume recommendation system (NLP Project)
• Text analytics of Resume dataset with NLP includes data cleaning, implementing TF-IDF and Count vectorizer, building multiclass classification model, use of cosine similarity to measure how similar the documents are irrespective of their size, tokenization, stop words removal.
• Selecting Resume from 1000 resumes will take 83.33 hours i.e considering 5 minutes each resume. Here we get top 10 resumes as per requirement in one click.
• Project Title :- Azure Form Recognizer invoice model (Logistic company)
• The form recognizer invoice model combines Optical Character Recognition capabilities with invoice understanding models to analyze and extract key fields and line items from sales invoices.
• End to end project cycle which automates the process, reduces cost and increased customer satisfaction. We get metadata which is ready for further Electronic workflow and business processing.
• Project Title :- AWS Data engineering (Manufacturing Company)
• Amazon AppFlow to extract data out of SAP through Odata protocol and storing in Amazon s3.
• AWS glue job to take data from S3 to MS sql on EC2, scheduling Glue job using AWS cloudwatch cron expression.
• Created Amazon API gateway (Rest API) to access records from S3, API gateway which triggered lambda function, it reads those parameters and send response back to API, final test on Postman.
• Project Title :- Databricks Feature store to Azure sql database
• Creating Azure Databricks workspace,Feature engineering (pyspark), partitioning, publishing Feature table to Online store i.e Azure SQL database

Question answering system based on Natural language processing and Azure AI, SPARQL query, Machine learning.

• I appointed 2 partners in India i.e Andhra Pradesh and Odisha.
• Collaborated with business team to coordinate sales and marketing plans by contacting various organizations.

• Translated customer needs into solution requirements using powerful value propositions and negotiation skills.

Got a 5th prize for Project idea "Smartly digital" where I hypothetically outlined production process :- Data acquisation, communication, presentation and monitoring digitally using IOT sensors and gateway.