Jul 2024 – May 2025 · 10 mos · Remote

• Created a highly scalable Generative UI tool to generate and render interactive custom visualizations and insights to answer natural language queries over large CSV data.
• Engineered a first-of-its-kind Google Doc chatbot that can generate finance budget plans for coming quarters and make real-time edits to the Doc as per any given request.
• Developed high-performance backends for these projects using Python and AWS Chalice, optimizing Lambda function deployment, resulting in a 66% improvement in API response times.

Aug 2023 – Jul 2024 · 11 mos · Remote

• Designed a scalable DynamoDB schema for a real-time sales call simulation and training platform by analyzing possible query patterns. Used asynchronous programming in Python to stream audio data to a ReactJS frontend application, reducing response latency by 50%.
• Engineered a bloom filter-inspired query classification system for an AI chatbot, leveraging Amazon Lex's intent classification to
• reduce dependency on an LLM, reducing latency by 20% and cost by 20% on an average. The query classification system falls back upon an LLM if the query’s intent is unknown and retrains itself on newly encountered queries.
• Fine-tuned OpenAIʼs GPT 3.5 Turbo over synthetic data generated using GPT-4 to reduce model costs by 10x and improve response time by 7x.
• Contributed in building a tool that can answer natural language queries using data present in the project clientʼs CRM.
• Added a quality control mechanism for the CRM add-on by generating and evaluating test cases using LLMs. Identified 20+ bugs using this pipeline. - Implemented Infrastructure as Code (IaC) using AWS CDK to dynamically provision AWS resources to host projects.
• Setup logging & tracing on Grafana to debug requests at scale.

Jun 2022 – Aug 2022 · 2 mos · Remote

• Built an omnichannel conversation analytics platform to produce customer insights, issues and suggestions to help businesses improve their products and/or services.
• Developed a pipeline to ingest and process consumer interactions for a brand by using several Amazon Web Services including Comprehend, Kinesis, DynamoDB, Glue, Lambda, S3, QuickSight etc.
• Designed and developed a workflow to create AWS Comprehend endpoints on-demand, resulting in the
• respective endpoints running for 95% less time, and consequently saving costs.

Dec 2021 – Mar 2022 · 3 mos · Remote

• Worked on making a prescription writer for doctors’ portal with ReactJS and Redux. Developed new features, implemented design and integrated several APIs with the Front end side of the platform.
• Worked with NodeJS to work on and edit functionalities of REST APIs.

May 2021 – Sep 2021 · 4 mos · Ahmedabad, Gujarat, India

• Enabled payments through credit cards by integrating a payment gateway in an eCommerce website.
• Enhanced SEO by fixing 100% of all 5XX errors discovered via Google Search Console.
• Collected data to generate customer experience insights by setting up Google Analytics and firing events.
• Deployed front-end builds to QA and Production sites. Developed several other frontend components.