Adarsh Bennur

AI/ML Engineer (Intern) & Full-Stack Developer

I build reliable, scalable, and well-architected software with modern full-stack and AI technologies. I focus on clean engineering practices, performance, and production-ready execution — delivering systems that work consistently at scale. I bring a mindset centered around ownership, disciplined execution, and continuous improvement to every project, creating solutions built to scale with evolving business needs.

View Projects
const developer = {
name: 'Adarsh Bennur',
expertise: [ 'Full-Stack', 'AI/ML', 'GenAI', 'DevOps & Cloud'],
mission: 'Leverage AI to ship scalable web apps swiftly'
}

About Me

Crafting the future with code and creativity

Glad you're here!

I’m an AI/ML Engineer and Software Developer who focuses on applying machine learning principles, system thinking, and structured problem solving to build reliable and scalable solutions. My experience with production deployments has strengthened my ability to debug complex pipelines, optimize data workflows, and deliver high-quality features consistently.

I’m driven by curiosity, precision, and a commitment to contributing to teams that value thoughtful design, robustness, and technical excellence. I aim to grow in environments that prioritize strong problem-solving, long-term engineering vision, and impact at scale.

4

Months of Experience

20+

Projects Completed

6

Production Deployments

🎓

M.S.Ramaiah Institute of Technology

Bachelor of Technology

Computer Science and Engineering

2022 – 2026 (Current: 4th Year)

Bengaluru, Karnataka

Skills & Technologies

Technologies I work with to create exceptional experiences

Programming Languages

C++ Python JavaScript HTML5 CSS3

Frontend Technologies

React.js Next.js Tailwind CSS Responsive Design

Backend & APIs

Node.js Express.js MongoDB REST APIs JWT

Machine Learning & Deep Learning

NumPy Pandas Matplotlib Seaborn Scikit-Learn XGBoost PyTorch TensorFlow FastAPI

AI & LLMs

Transformers LLMs Prompt Engineering GPT-3 Model Inference LangChain n8n

DevOps, Cloud & MLOps

Docker Kubernetes AWS EKS Terraform CI/CD (GitHub Actions) NGINX Model Deployment

AI Tools

Cursor Antigravity Windsurf Warp Perplexity Lovable.dev

Experience

Professional journey and hands-on expertise

AI/ML Intern

Labmentix · Internship

Oct 2025 – Ongoing

Bengaluru, Karnataka, India

Ongoing AI/ML Engineering Experience:

  • Working on AI/ML projects with focus on time-series forecasting and predictive modeling.
  • Collaborating with mentors and gaining hands-on experience in modern ML frameworks.
  • Applying machine learning algorithms to solve real-world business problems.
AI Machine Learning Time-Series Forecasting Predictive Modeling Python

Mobile Application Developer

Ramaiah Institute Of Technology · Internship

Oct 2023 - Nov 2023 · 2 months

Bengaluru, Karnataka, India

Food Delivery Mobile App:

  • Built a cross-platform food delivery app in Flutter with clean, intuitive UI.
  • Enabled real-time menu browsing, seamless selection, and live order tracking.
  • Optimized performance and ensured smooth user experience for Android devices.
Mobile Application Development Flutter Dart

Featured Projects

Merging innovation with refined engineering.

Expense Tracker

GitHub Live Demo
Full-Stack (MERN) + DevOps

Enterprise-grade MERN expense management platform with secure authentication, scalable deployment, and real-time monitoring.

React Node.js Express MongoDB Docker Kubernetes NGINX CI/CD Prometheus Grafana

Key Achievements:

  • Built a secure MERN app with full CRUD features and JWT authentication.
  • Deployed production backend using Docker, Kubernetes, and NGINX.
  • Added Prometheus + Grafana monitoring for real-time system insights.

MSME Survival Predictor

GitHub Live Demo
Full-Stack ML Application

AI-powered risk-assessment platform delivering real-time MSME survival predictions with interpretable insights.

Python XGBoost FastAPI MongoDB React JWT SHAP REST APIs

Key Achievements:

  • Built an XGBoost risk model delivering 92% ROC-AUC accuracy.
  • Developed a FastAPI inference service with JWT-secured REST APIs.
  • Deployed multi-service architecture on Vercel/Render

EMI Predictor

GitHub Live Demo
Production ML System

A production-ready ML system that predicts EMI repayment outcomes with high accuracy, real-time insights, and a fully automated MLOps workflow.

Python Scikit-Learn XGBoost Streamlit MLflow Pandas Feature Engineering

Key Achievements:

  • Built a secure MERN app with full CRUD features and JWT authentication.
  • Deployed production backend using Docker, Kubernetes, and NGINX.
  • Added Prometheus + Grafana monitoring for real-time system insights.

Open Source Contributions

Dark Mode Feature Integration

Pull Request Pending Review

Implemented responsive dark/light mode toggle using React and SCSS, enhancing user experience and accessibility with consistent theming across components

React SCSS CSS Variables Responsive Design
GitHub View PR

Certifications

Continuous learning and professional growth

GitHub
🎯

Generative AI for Data-Driven Business Decision-Making

Indian Institute of Management (IIM) Mumbai — NSDC

Feb 2025 – Apr 2025

Executive program covering prompt engineering, transformer models, and LLM applications with hands-on experience in GPT-3 and DALL·E for business use cases including supply chain optimization, demand forecasting, and revenue management

GitHub
🤖

Machine Learning

Internshala Trainings

Feb 2025 – Mar 2025

Comprehensive hands-on training covering supervised & unsupervised learning, Python for data analytics, and machine learning model development with core modules in Regression, Classification, Clustering, and Data Visualization

GitHub
🎨 + ⚙️

Full Stack Web Development

Apna College

Oct 2023 – Jan 2024

Full Stack Web Development certification focused on building scalable, interactive applications using the MERN Stack. Includes hands-on training in client-side state management, RESTful API design, and deployment strategies

Let's Create Something Extraordinary

Ready to bring your vision to life with elegant solutions

Get In Touch

I'm always excited to collaborate on innovative projects and explore new opportunities. Let's connect and create something extraordinary together that makes a lasting impact.

abennur28@gmail.com
Bengaluru, Karnataka
LinkedIn
GitHub
X (Twitter)