Professional Experience

Deloitte US - India

09/2021 – 07/2024 Bangalore
Consultant

Architected and deployed a scalable Python framework and data pipelines to process, extract, and audit 1800+ attributes for 4 data products with 8M+ records per load cycle.
Revamped CDC features and triaged 40+ issues in the data warehouse encompassing 7 source systems across 3 LOBs in Postgres and AWS Redshift ensuring data consistency across the platforms with daily loads.
Designed Data Mesh architecture using Delta Lake and Delta Share framework to connect multiple client LOBs, facilitating cross-functional data access for downstream modeling systems.
Improved team efficiency by 30% by building config generation utility for Stonebranch workflow system.
Received 3 Applause awards for developing and delivering Actuarial and ServiceNow systems.

Developed containerized models for Natural Language Query Translation using fine-tuned Transformer architectures and integrated them via microservices and service discovery server on the ServiceNow platform.
Developed frontend web components to facilitate navigation and user interaction with 3rd party chatbots on Now Experience Framework.

01/2021 – 06/2021 Remote
Backend Developer

Created an order processing service and geography-based automated delivery agent allocation system for a grocery delivery startup, streamlining order tagging process and reducing manual efforts by ∼ 30%.
Developed Telegram chatbot delivering automated news updates tailored to user preferences for subscribed stocks from the Bombay Stock Exchange. Integrated 10+ commands utilizing Redis for efficient user data caching.
Developed university navigation chatbot for course details and various college-related inquiries using tokenization techniques, Feedforward neural network, and LSTM models.

10/2020 – 03/2021 Remote
R&D Student

Built low latency microservices to identify target devices for action, based on user utterances within 700ms on Samsung Bixby.
Developed Flask APIs to generate sentence embeddings for user utterances by evaluating across 4 embedding models, and cached embedding vectors in Redis, improving latency by 25%.
Implemented a time-decayed similarity algorithm to identify 3+ target devices based on user request frequency and latency, received an Excellence award for developing the services.

07/2020 – 08/2020 Remote
Growth Engineering Intern

Built a Telegram chatbot for content sharing, overseeing the seamless integration of backend APIs for authentication and a reward system. Utilized Python and the Telegram API to achieve effective functionality and connectivity.

04/2020 – 06/2020 Remote
Backend Development Intern

Migrated the backend codebase to FastAPI and redesigned APIs for machine learning models, incorporating asynchronous operations with NoSQL database, leading to over 50% improvements in backend response times.
Created web scrapers for documents in Nodejs and automated code deployment and scraper tasks through shell scripts.