AI & LLM
LangChain, OpenAI API, Vector DB, Databricks, agentic pipelines, prompt engineering.
Backend Engineer / Agentic AI / Microservices
Building intelligent systems that remember, reason, and scale.
I am Aman Prasad, a Backend and Agentic AI Engineer in Bangalore. I design production-grade services, event-driven platforms, and LLM-powered pipelines with Python, Java, Spring Boot, LangChain, OpenAI, Redis, PostgreSQL, and Kafka.
AI
Core
Core
Memory
Redis + Postgres
Redis + Postgres
Context
Low latency
Low latency
Kafka
Events
Events
Tracing
Databricks
Databricks
400+
Production bugs resolved
2
Agentic AI services architected
GSoC
Open-source intern
2024
Published research project
Technical Stack
Tools I use to ship reliable AI-backed systems.
Backend
Python, Java, Spring Boot, FastAPI, REST APIs, SQL, JavaScript, C.
Data Layer
PostgreSQL, MySQL, MongoDB, Redis, semantic search, TTL caching patterns.
Distributed Systems
Apache Kafka producers and consumers, microservices, async workflows, observability.
DevOps
AWS, GCP, Docker, Jenkins, GitLab CI, Ansible, Linux, CI/CD pipelines.
Engineering
Kibana, Postman, Git, Jira, system design, OOP, DSA, debugging production systems.
Experience
Production work across Agentic AI, fintech, and open source.
Tekion Corp - Software Development Engineer 1
Jul 2025 - PresentPython, Java, Spring Boot, LangChain, OpenAI, Redis, PostgreSQL, Kafka, Databricks
- Architected Memory Service for conversation history, summaries, session data, user context, and customer profiles.
- Built Context Service with Redis caching and PostgreSQL fallback for low-latency, durable context retrieval.
- Integrated tracing and observability for agentic pipelines, optimized token usage with TOON, and maintained config and ingestion APIs.
- Delivered DRP integration APIs, Kafka flows, and resolved 400+ production issues across P0, P1, and P2 incidents.
Rupeek Fintech - Software Development Engineer
Dec 2024 - Jun 2025Java, Spring Boot, Docker, Ansible, Jenkins, GCP, CI/CD
- Implemented marketplace features for online gold loan processing and payment systems.
- Managed CI/CD pipelines with Jenkins, Ansible, Docker, and GCP to support reliable releases.
- Built scalable backend services with clean code practices and performance-focused engineering.
Google Summer of Code - Open Source Intern
May 2022 - Oct 2022JavaScript, Next.js, MongoDB, OAuth, SMTP, HTML/CSS
- Built a URL shortener with custom short links, validation, click tracking, Google OAuth, and email notifications.
Projects
Selected systems and products.
Production / Tekion
Agentic AI Memory & Context Platform
A production-grade memory layer for AI agents that stores conversation history, summaries, session context, and customer profiles, with hot reads in Redis and durable persistence in PostgreSQL.
Personal / Deployed
Communication Tracker
React app for tracking client communications, scheduling follow-ups, managing company records, and viewing past and upcoming communication activity in a calendar.
Research / Awarded
Language Translation Tool
Best Final Year Project, with research published in the International Journal of Scientific Research in Engineering and Management in 2024.
Education
Sir M. Visvesvaraya Institute of Technology
B.E. in Information Science and Engineering / CGPA 7.6/10 / Bengaluru, Karnataka
Nov 2020 - Jun 2024Achievements
- Google Summer of Code 2022 selected contributor.
- Best Final Year Project for Language Translation Tool.
- Research published in IJSREM, 2024.
Let us build something sharp