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tirukovelamanoj/README.md

Hey, I'm Manoj Tirukovela 👋

Backend Developer & AI Builder — I architect systems that scale and agents that think.

Backend Developer at BearCreek AI with 3+ years building enterprise grade systems and AI powered applications. I specialise in microservices, cloud infrastructure, and LLM tooling from RAG pipelines to real-time voice agents.

🌐 manojtirukovela.com — includes an AI chat assistant (Nova) you can talk to about my work

🛠 Tech Stack

Languages

Java Python C JavaScript

Backend & Frameworks

Spring Boot FastAPI GraphQL REST APIs

AI / ML

PydanticAI LangChain OpenAI Gemini TensorFlow Deepgram

Cloud & Infrastructure

AWS Azure Docker Kubernetes GitHub Actions Cloudflare

Databases

PostgreSQL MySQL MongoDB Supabase

Frontend

React Vite MUI

🚀 Featured Projects

Project Description Stack
Portfolio + Nova AI Personal portfolio with a built-in AI chat assistant (Nova) — powered by PydanticAI, Gemini, and Supabase RAG React, FastAPI, PydanticAI, Supabase
Voice Agent Real-time voice agent bridging Twilio phone calls with Deepgram Speech-to-Speech — supports barge-in over WebSockets Python, AsyncIO, WebSockets, Twilio, Deepgram
Hotel Management API Full-stack Spring Boot app with GraphQL + REST, JSP views, CSRF auth, deployed on AWS Elastic Beanstalk + MySQL RDS Java, Spring Boot, GraphQL, AWS
GAN Digit Generator GAN trained adversarially on MNIST over 350 epochs to generate realistic handwritten digits Python, TensorFlow, Keras
GitHub Action Published GitHub Action for automated issue creation and management GitHub Actions, YAML
Farm Dashboard JavaFX dashboard for visualising farm items and controlling drone movements Java, JavaFX
Systems Programming File I/O, recursive directory traversal, fork/exec, signal handling, POSIX threads in C C, Linux, Pthreads

📄 Publication

Deep Reinforcement Learning on Atari 2600 International Journal of Innovative Science and Research Technology (IJISRT) Explored deep RL agent training strategies on classic Atari environments. → Read the paper

🏅 Certifications

Certification Issuer
AWS Certified Developer – Associate Amazon Web Services
AWS Certified Cloud Practitioner Amazon Web Services
Building RAG Agents with LLMs NVIDIA
MongoDB for SQL Professionals MongoDB
Docker Foundations Professional Certificate Docker / LinkedIn Learning
Learning Kubernetes LinkedIn Learning
Getting Started with OpenTelemetry The Linux Foundation
Mastering Observability with OpenTelemetry LinkedIn Learning

📬 Connect

Portfolio LinkedIn

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  1. 17K-Mobile-Strategy-Games 17K-Mobile-Strategy-Games Public

    The mobile games industry is worth billions of dollars, with companies spending vast amounts of money on the development and marketing of these games to an equally large market. Using this data set…

    Jupyter Notebook

  2. E-Commerce E-Commerce Public

    This is a Women’s Clothing E-Commerce dataset revolving around the reviews written by customers. Its nine supportive features offer a great environment to parse out the text through its multiple di…

    Jupyter Notebook

  3. Image-Classification Image-Classification Public

    Fashion-MNIST is a dataset of Zalando's article images consisting of a training set of 60,000 examples and a test set of 10,000 examples. Each example is a 28x28 grayscale image, associated with a …

    Jupyter Notebook

  4. open-issue open-issue Public

    JavaScript

  5. software-engineering software-engineering Public

    Term project: Design and Implementation

    Java 1

  6. my-react-app my-react-app Public

    JavaScript