Technical Proficiency
Work Experience
Working as a lead conversational consultant since November 15th, 2021
Chatbot and Voicebot - Fortune 500 Insurance org
- Conceptualized and implemented web-based chatbots and IVR based voicebots
- End-to-end development of all bot modules and handled integration with speech service
- Enabled transactional capability on bots
- Ensured that bots are performing at a high accuracy level of 70%
- Optimized the conversation design to achieve 30% containment
- Reduced the call volume on the client's contact center reps
- Optimized the speech services for better STT accuracy
Bot Support Framework - Fortune 500 Insurance org
- Conceptualized and prototyped machine learning based framework for bots
- Supervised and mentored a 6 membered team to implement the bot support framework
- Brought about an automation of 50% in the continuous train - test cycle
- Led the team in the development of the framework and in discussions with stakeholders
Intelligent Automation - Fortune 500 Insurance org
- Automated testing of bots resulting in reduction of 1000 man-hours annually
- Built the testing framework both as UI based tool as well as Git enabled pipeline
- Innovated the testing procedure to highlight intent performance
- Brought the concept of churn in testing to highlight the performance of intents before and after training
- Enabled both NLP testing as well as conversation testing
- Enabled smoke, amplified and scaled NLP testing as part of best practices
Conversational IVR SME
- Led development of conversational IVR and Dialogflow CoE
- Built multiple accelerators to bring about a significant reduction in development and testing cycles
- Mentored junior developers on Dialogflow framework
- Suggested and implemented DevOps and best practices for Dialogflow
Education
Projects
- Regression automation and unit testing
- Create new test scripts on the fly
- Conversation testing ability
- Cost savings upto 1000 man hours per annum
- A Git based pipeline tool
- Integrates seamlessly with Dialogflow
- Does a version comparison between two different versions of bot
- Outputs a report highlighting all the changes made - intent wise and entity wise
- Cost savings upto 250 hours per release
- Data generation in an automated fashion
- Close to 500K data per intent
- Can be seamlessly integrated into dev/test pipelines
- Cost savings upto 250 hours per release
Awards
Outstanding Performer - 2017-2018
Outstanding Performer - 2018-2019
Outstanding Performer - 2019-2020
Bronze Pillar - 2018-2019