Sushma Piraka

Software Engineer

Gemini Solutions Pvt. Ltd.•  July 2023 - Present•  Gurugram, Haryana

Data Management Web Application – Built a web-app that processes multilingual documents and extracts key details in a structured format in under 5sec/doc. – Integrated an AI chat interface using LLMs to enable users to query the extracted data, with an accuracy of 95%. TechStack: Python, Boto3, AWS Textract, DynamoDB, AWS Bedrock- Meta Llama 3. HR Policy Bot – Independently deployed a RAG-based chatbot to address policy-related queries of 1,200+ company employees. – Automated the policy update process by extracting details and saving them into DocumentDB for efficient retrieval. TechStack: AWS S3, EC2, ECS, Lambda, DocumentDB, Bedrock, EventBridge, CloudWatch. Data Virtualization Tool – Built an open-source platform for unified access to SQL, NoSQL databases, and file systems (Excel, JSON, XML). – Designed intuitive views for complex SQL operations and composite SQL queries across data sources. – Implemented export features to process and save reports in Excel, CSV, and JSON formats. Tech Stack: Python (Django REST Framework), AngularJS, SQL, Apache Cassandra, Redis Cache, Snowflake