// agents
AI Agents
Agentic systems that reason, retrieve and act.
LangChain · LangGraph · RAG · AutoGen · CrewAI
Available for work
Rakesh Sai Kamuju
AI Engineer · Full-stack builder · Hyderabad
Building the whole stack.
AI agents to backend systems to the firmware underneath — I take ownership end to end.
AI AgentsRAGLangChainFastAPIDjangoAWSKubernetesReactEmbedded C
rakesh@bunroo: ~
rakesh@bunroo:~$
01
Range across the whole stack.
Comfortable owning one slice or the whole system — and shipping alongside a team on either.
// llm
LLM Stack
Model selection, prompting, inference & tracing.
OpenAI · Claude · HuggingFace · Ollama
// backend
Backend
Production services and APIs at scale.
FastAPI · Spring Boot · Django · PostgreSQL
// infra
Cloud & DevOps
Ship it, run it, recover it.
AWS · Docker · Kubernetes · Terraform · Proxmox
// embedded
Embedded
Firmware for real-time hardware.
C · PCB · MQTT
// frontend
Frontend
Interfaces that feel fast and considered.
React · Next.js · Flutter · Tailwind
02
Industry experience.
From enterprise microservices at TCS to architecting agentic-AI platforms at Digitals AI and Pehchaan.
Pehchaan.me · Software Development Engineer Inow
Nov 2025 - PresentBuilding AI-powered financial-services products — agents that guide users through retirement and financial planning. RAG pipelines, multi-agent orchestration and hybrid vector search over a Docker/Kubernetes microservices backbone, with CI/CD and monitoring in place.
Digitals AI · Software Engineernow
Nov 2025 - PresentArchitecting an AI-powered digital-marketing aggregator: agents that plan, create and publish content across LinkedIn, Instagram, Facebook and YouTube. RAG pipelines, multi-agent orchestration and hybrid vector search over a Docker/Kubernetes microservices backbone with CI/CD and monitoring.
Digitals AI · AI Software Engineer
Apr 2025 - Sep 2025Built the social-media aggregator platform from the ground up — the foundational LLM integration, RAG pipelines and multi-agent orchestration, deployed as scalable microservices on Docker and Kubernetes.
Freelance · AI · Backend · Cloud · Embedded
Dec 2024 - Mar 2025AI RAG models and agentic bots for startups. Led AWS migrations for performance and cost, automated CI/CD pipelines, wrote embedded C firmware for real-time hardware, and shipped full-stack React.js + Django apps for a range of clients.
Tata Consultancy Services · System Engineer
Aug 2022 - Dec 2024Backend microservices in Spring Boot — REST APIs, Spring Data JPA over OracleSQL/PostgreSQL, and OAuth2 role-based security. Automated Jenkins CI/CD onto AWS (EC2, RDS, S3, CloudWatch), provisioned infrastructure and disaster recovery with Terraform, and held code quality with SonarQube, Veracode and OWASP practices.
Wipro · Java J2EE Intern
Feb 2022 - May 2022Built a J2EE application on the Spring Boot framework.
Maven Silicon · VLSI Design Intern
May 2021 - Jun 2021Designed and verified digital logic — built an AHB2APB bridge in Verilog, verified with a UVM testbench.
03
Products & selected work.
Shipped products at product.bunroo.in — plus things I build on the side.
PiDesk
ProductManaged thin-client fleet for the enterprise LAN — one server, dozens of fully-customized endpoints, zero per-seat licensing.
Python · FastAPI · Linux · WireGuard · Ansible
FinRoo
ProductA personal-finance companion that turns everyday money activity into a clear, actionable picture — built India-first.
Flutter · INR-first · SMS capture
UltraBike
ProductA calm service-to-resale record for every vehicle you own — data, not decoration.
Flutter · iOS · Android
Private Datacenter
System AdministrationCreated a two node proxmox server with old laptops running in high availability configuration,Currently hosting all my servers,containers and including a 1gig lan based NAS server
Proxmox · Samba · NFS · Vnets
Personal Portfolio
Backend DeveloperCreated a website where my personal portfolio is displayed using react and with help of open source UI template
Nodejs · React · Docker · Github · Proxmox · Nginx · Nodejs
Bunkins CI/CD
Backend DeveloperCreate and automated my personal projects deployment over personal virtual datacenter using jenkins
Jenkins · Portainer · Docker · Github · Proxmox · Nginx · Nodejs · Springboot
ArmtronicLabs - Andriod Application
Full Stack DeveloperI have designed and developed a andriod application using flutter/dart.The application mainly is for controlling smart home switches through http requests over the lan
Flutter · Dart · Andriod Studio · Play-console
SmartHome Systems
Developed hardware and software for smart switches and utilizing open source service to connect with alexa to control over internet
Embedded C · ALtium · PCB · Python · HTML · MQTT
Personal RAG chatbot with illama
I have created a personal chatbot with ollama openai models running locally.Utilized langchain,chromadb to store the data and vectorize the data for data contextual queries
springboot · React · illama 3.1
React based Travel Agency Website with Finacial system integration
Pending for signoff from client
Django · React · Razorpay/CCAvenue
04
Toolkit.
// languages
Languages
JavaPythonCJavaScriptTypeScriptDart
// ai · llm
AI & LLM
LangChainLangGraphRAGAutoGenCrewAIOpenAIClaudeHuggingFaceOllamaLangSmith
// data · vector
Data & Vector
PineconeChromaWeaviateLlamaIndexPostgreSQLMySQL
// cloud · infra
Cloud & Infra
AWSDockerKubernetesJenkinsTerraformGitHub ActionsProxmoxNginx
// frontend
Frontend & Mobile
ReactNext.jsFlutterTailwindBootstrap
05
Certified & educated.
// certifications
AWS Certified Solutions Architect - Associate
Amazon · May 2023
AWS Certified Cloud Practitioner
Amazon · May 2023
Rest API (Intermediate) Certificate
HackerRank · Nov 2024
Rest API (Intermediate) Certificate
HackerRank · Nov 2024
Software Engineer Certificate
HackerRank · Nov 2024
SQL (Advanced) Certificate
HackerRank · Nov 2024
// education
Bachelor of Technology - Electronics and Communication
Nalla Narasimha Reddy Education Society’s Group of Institutions
2018 - 2022
Higher Secondary Certificate
Narayana Junior College
2016 - 2018
Secondary School Certificate
SAI SIDDHARTHA HIGH SCHOOL
2015 - 2016