Seeking a remote backend or applied-AI engineering role (full-time; open to contract) in Java/Spring Boot or Python/FastAPI, on a team shipping production LLM features like RAG and guardrails. I value real ownership, strong code review, and mentorship from senior engineers. Based in Bengaluru, available immediately.

yukti k
@yuktik
Ex-Visa backend engineer (Java/Spring Boot, Python). Shipped event-driven fintech services and a RAG pipeline that cut LLM context 120K→3–5K tokens.
What I'm looking for
Backend engineer building production Java/Spring Boot services and applied-AI systems (RAG pipelines, LLM guardrails). At Visa, I built an event-driven alert service that replaced legacy polling and reduced processing latency by approximately 4 minutes. I also developed backend services for REACT, enabling teams to retrieve settlement exposure and operational insights through natural-language queries.
I engineered a RAG pipeline that reduced LLM context from approximately 120K to 3–5K tokens, and contributed 20+ merged pull requests to Public Invention, Krake Firmware. I also built Bouncer, an open-source FastAPI middleware that redacts PII, blocks prompt injection, and validates LLM responses against Pydantic schemas.
Experience
Work history, roles, and key accomplishments
Open Source Contributor
Public Invention
Nov 2025 - Present (11 months)
Contributed 20+ merged pull requests to an actively maintained embedded firmware project (C++, ESP32, MQTT), spanning feature development, debugging and architecture discussions. Collaborated with maintainers through code review and design trade-off discussions.
Built and shipped an event-driven alert processing service in Java, Spring Boot and IBM MQ, reducing alert-processing latency by approximately 4 minutes. Designed backend services and REST API integrations for an AI-assisted conversational capability, and led migration of a legacy ideation platform to Microsoft Dataverse.
Education
Degrees, certifications, and relevant coursework
RNS Institute of Technology
Bachelor of Engineering, Computer Science & Engineering
2021 - 2025
Grade: 8.9/10
Bachelor of Engineering in Computer Science & Engineering from RNS Institute of Technology, Bengaluru, India, with a CGPA of 8.9/10.
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