I am a detail-oriented Full Stack Developer with over 2 years of proven experience building large language model-driven applications, data platforms, and full-stack web solutions. I am adept in Java, Python, React, SQL, and prompt engineering, with a strong focus on integrating LLMs and leveraging vector databases like ChromaDB. I am passionate about building scalable, user-friendly tools that improve outcomes and deliver impactful solutions. My expertise includes implementing retrieval-augmented generation techniques, modernizing front-end and back-end systems, and enhancing security and deployment using AWS. I enjoy mentoring new hires and strive to improve code quality and onboarding experiences. With a background that combines software development and AI product design, I continuously seek to innovate and optimize applications to meet business needs and user satisfaction.

Harshil Patel

I am a detail-oriented Full Stack Developer with over 2 years of proven experience building large language model-driven applications, data platforms, and full-stack web solutions. I am adept in Java, Python, React, SQL, and prompt engineering, with a strong focus on integrating LLMs and leveraging vector databases like ChromaDB. I am passionate about building scalable, user-friendly tools that improve outcomes and deliver impactful solutions. My expertise includes implementing retrieval-augmented generation techniques, modernizing front-end and back-end systems, and enhancing security and deployment using AWS. I enjoy mentoring new hires and strive to improve code quality and onboarding experiences. With a background that combines software development and AI product design, I continuously seek to innovate and optimize applications to meet business needs and user satisfaction.

Available to hire

I am a detail-oriented Full Stack Developer with over 2 years of proven experience building large language model-driven applications, data platforms, and full-stack web solutions. I am adept in Java, Python, React, SQL, and prompt engineering, with a strong focus on integrating LLMs and leveraging vector databases like ChromaDB. I am passionate about building scalable, user-friendly tools that improve outcomes and deliver impactful solutions.

My expertise includes implementing retrieval-augmented generation techniques, modernizing front-end and back-end systems, and enhancing security and deployment using AWS. I enjoy mentoring new hires and strive to improve code quality and onboarding experiences. With a background that combines software development and AI product design, I continuously seek to innovate and optimize applications to meet business needs and user satisfaction.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate

Language

Javanese
Advanced

Work Experience

Full Stack Developer Team Lead at GO Destination Services
June 1, 2023 - Present
Led development of an intelligent tool integrating OpenAI's ChatGPT API to summarize and filter relevant data, reducing manual screening time by 40%. Improved document search relevance and performance by implementing Retrieval-Augmented Generation (RAG) using ChromaDB, optimizing vector indexing to boost retrieval precision by 30% and reduce latency by 35%. Modernized the frontend with React and enhanced backend REST API integrations in Python, increasing user satisfaction by 25% and decreasing bounce rates. Spearheaded security and deployment on AWS, achieving near zero downtime. Mentored new hires and improved onboarding through documentation, code reviews, and weekly pairing sessions, reducing ramp-up time by 2 weeks and increasing code quality. Migrated legacy PHP monolithic app to a Java Spring Boot and React-based solution, improving security and increasing business process efficiency by 60%.
Full Stack Web Application Developer Co-op at Benu Networks
August 31, 2022 - August 28, 2025
Refactored outdated Angular codebase to React and enhanced backend Node APIs, optimizing SQL queries and modularizing logic, reducing data processing time by 50% and improving system maintainability. Developed REST endpoints to extract, transform, and normalize data automating data mapping pipelines, decreasing analysis delays by 20%. Wrote unit and integration tests using Selenium and Mocha, reducing production bug rates by 25% and speeding deployments. Improved UX and added real-time data features with React and connected live filters for profile analysis, increasing weekly active users by 50% and reducing page load times by 2.5x. Optimized data access by designing indexes, partitioning large tables, and rewriting queries for efficient joins, cutting average query times by 70%. Built an upload and validation module with React form-based interface and schema validation, reducing data onboarding time from 3 days to under 1 hour.

Education

Master of Science in Information Systems at Northeastern University
January 11, 2030 - December 1, 2022
Bachelor of Engineering - Electronics at University of Mumbai
January 11, 2030 - August 28, 2025

Qualifications

AWS Certified Cloud Practitioner
January 11, 2030 - August 28, 2025
MIT's Designing and Building AI Products and Services
January 11, 2030 - August 28, 2025

Industry Experience

Software & Internet, Professional Services