The Story Behind the Code

Meet the Mind

Machine Learning & Deep Learning Engineer (B.E. AI & ML, First Class with Distinction) shipping end-to-end experiences across computer vision, RAG pipelines, and MLOps. From custom YOLO11s deployments to Gemini-powered agents, I turn rapid experiments into production-ready systems.

Mohammed Adil Siraju

Mohammed Adil Siraju

AI/ML Engineer & Applied AI Builder

A passionate explorer of the digital frontier—where artificial intelligence meets human creativity. Recent wins include launching a YOLO-powered coins counter and a Supabase-backed RAG agent, each focused on pairing technical rigor with user impact.

The Rapid Vision Builder

Spun up the YOLO Coins Counter in under 24 hours

The Global Learner

Cross-cultural education across India and UAE

The Agentic Orchestrator

RAG workflows stitched together with n8n and Supabase

The Industry Explorer

Internships across tech giants and startups

Currently Crafting

"Building AI systems that don't just compute, but understand. Creating technology that enhances human potential rather than replacing it."

🎓 B.E in AI & ML🧠 Custom Vision Systems� RAG & Agentic Workflows🌟 Rapid Prototyping
Professional Journey

Work Experience

From virtual internships at global tech giants to hands-on DevOps experience, each role has shaped my understanding of AI and software development.

Software Developer

Accenture UK

Mar 2025
Remote
Virtual Internship

Gained comprehensive exposure to the full Software Development Lifecycle in a global tech consulting environment.

Key Achievements

  • Researched and presented key findings on emerging DevOps trends
  • Conducted comparative analysis of Agile and Waterfall methodologies
  • Designed efficient algorithms for complex problem-solving scenarios
  • Successfully debugged and resolved Python application issues

Technologies & Tools

PythonDevOpsAgileAlgorithm Design

AI DevOps Intern

Rooman Technology x NASSCOM

Sep 2024 - Feb 2025
Mangalore
On-site Internship

Specialized in implementing DevOps practices for AI model development and deployment in real-world scenarios.

Key Achievements

  • Set up CI/CD pipelines in lab environments to automate ML model testing & deployment
  • Worked with Docker and Kubernetes for containerized model deployment simulations
  • Supported team in designing scalable infrastructure for ML workflows

Technologies & Tools

DockerKubernetesJenkinsGitCI/CDML Ops

Ready to add more exciting chapters to this journey?

Learning & Growth

Education & Skills

A foundation built on global education, industry certifications, and continuous learning across AI, ML, and emerging technologies.

BE in AI & ML

P.A. College of Engineering, Mangalore

Dec 2021 – Aug 2025
Mangalore, Karnataka
CGPA: 7.33

Comprehensive AI & ML engineering program covering theoretical foundations and practical applications in artificial intelligence, machine learning, and data science.

Core Modules

Data Structures
AI & ML
Cloud Computing
Data Science
Operating Systems
Algorithms
Python Programming
Deep Learning
Featured Projects

Building the Future

From sustainable investing platforms to security tools, each project represents a step towards solving real-world problems with innovative technology.

YOLO Coins Counter

Completed

Real-time UAE coin detection delivering instant AED totals with a custom YOLO11s model.

Tech Stack

YOLO11sPyTorchUltralyticsGradioHugging Face SpacesComputer Vision

Impact

Automates UAE coin counting for point-of-sale and event scenarios, eliminating manual tally errors with computer vision.

RAG AI Agent

Completed

Low-code retrieval-augmented agent combining n8n, Supabase, and Gemini APIs for grounded answers.

Tech Stack

n8nSupabaseGemini APIsRAGVector DatabasesWorkflow Automation

Impact

Delivers a scalable document-question agent pattern while strengthening expertise in agentic workflows and low-code automation.

Medical Document Classifier

Completed

Bio_ClinicalBERT fine-tuned to classify clinical documents across 13+ specialties with 81.08% accuracy.

Tech Stack

Hugging FaceTransformersPyTorchBio_ClinicalBERTGradioNLPFine-Tuning

Impact

Accelerates triage and categorization of clinical documents, reducing manual review time and enabling faster downstream processing in healthcare NLP pipelines.

Architectural Style Classifier

Completed

CNN-based classifier that identifies 25 architectural styles with 73% accuracy, trained on 10k+ images from Kaggle.

Tech Stack

FastAIPyTorchGradioCNNTransfer LearningGitHub Pages

Impact

Empowering architecture enthusiasts and professionals with an accessible AI tool for style identification, serving over 500 public users with real-time architectural analysis.

EcoVest

Completed

A comprehensive web platform enabling sustainable investing by connecting users with eco-initiatives.

Tech Stack

DjangoPythonHTMLCSSJavaScriptPostgreSQL

Impact

Democratizing sustainable investing and making environmental impact measurable and actionable for everyday investors.

Personal Finance Tracker

Completed

A simple and intuitive command-line tool for tracking personal income and expenses, built with Python and CSV storage.

Tech Stack

PythonpandasCSVCLI

Impact

Helps individuals gain financial awareness and control by providing an easy way to track, review, and summarize their personal finances without complex software or cloud dependencies.

Netflix Userbase Analysis

Completed

Exploratory data analysis on 8k+ Netflix user records to uncover patterns in demographics, subscriptions, and revenue.

Tech Stack

PythonPandasSeabornMatplotlibEDAData Visualization

Impact

Provides strategic insights for subscription retention and growth by highlighting churn risks and untapped demographic opportunities.

Simple Password Manager

Completed

A secure CLI-based password manager with advanced encryption and master key authentication.

Tech Stack

PythonCryptographyCLIEncryptionSecurity

Impact

Providing developers with a lightweight, secure, and terminal-friendly password management solution.

Have an Idea?

Let's collaborate and build something amazing together.

Let's Connect

Ready to Build
Something Amazing?

I'm always excited to collaborate on innovative projects. Whether you're looking to build AI solutions, develop web applications, or explore new technologies — let's create something incredible together.

Available for freelance projects & full-time opportunities

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