Rasika Deshmukh
Bangalore
Summary
Software Engineer with expertise in full-stack development and proficiency in Python, JavaScript, and ReactJS. Demonstrated success in creating RAG-based applications and leveraging GenAI solutions. Strong problem-solving abilities complemented by effective cross-functional collaboration skills.
Overview
1
1
year of professional experience
1
1
Certification
Work History
Packaged App Development Associate
Accenture
Bangalore
07.2024 - Current
- Built an advanced RAG-based chatbot to automate code generation, enhancing development efficiency by 30%, and improving code accuracy by 25%. Designed the system to retrieve relevant code snippets and contextual information, leveraging knowledge graphs to improve semantic understanding. Utilized Neo4j as the database to model relationships between various code components, enabling more precise and context-aware responses.
- Developed a service logs automation app, reducing issue resolution time by 30%.
- Created an AI-driven app using computer vision and GenAI to assess image legibility, boosting mobile accessibility by 20%.
Education
B.E - Artificial Intelligence and Data Science
Savitribai Phule Pune University
Maharashtra,Pune01.2024
Skills
- Python
- Golang
- Java
- HTML and CSS
- Javascript
- Typescript
- React
- RAG
- Git
Projects
1 . Airbnb Clone
- Developed a full-stack Airbnb clone with a React frontend and an Express/Node.js backend for seamless property listing and booking
- Optimized MongoDB queries by 40%, improving database performance by reducing redundant fetch operations and indexing critical fields. Measured query execution time using MongoDB’s built-in profiling tools, and compared the results against Airbnb’s data retrieval strategy
- Implemented caching with Redis, reducing API response times, and enhancing user experience
- Overcame scalability challenges by designing a sharded MongoDB architecture, ensuring efficient handling of high-traffic loads
Certification
- Machine learning specialization- Coursera
- Langchain Chat with your data- Coursera
Timeline
Packaged App Development Associate
Accenture
07.2024 - Current
B.E - Artificial Intelligence and Data Science
Savitribai Phule Pune University
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