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Ebinezer M builds systems

Full-stack thinker. ML practitioner. Cloud-native builder.
Crafting reliable, scalable software from the ground up.

3+Projects Shipped
|
3Internships
|
6Certifications
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Python
GCP
TensorFlow
Scikit-learn
Salesforce
ML / AI

Engineering systems
with intention.

I'm a final-year Computer Science student at Anna University College of Engineering, Ramanathapuram, graduating in 2026. I love the space where clean code meets intelligent systems — building things that actually work at scale.

From training neural networks for digit recognition to deploying ML classifiers as live web apps, I bring a full-lifecycle perspective to every project. I'm deeply curious about distributed systems, AI workflows, and cloud-native architectures.

When I'm not coding, I'm exploring GCP serverless patterns, competing in hackathons, and leveling up across IBM SkillsBuild and Cisco certifications.

ebinezer@portfolio:~$
name: "Ebinezer M"
role: "Software Engineer"
degree: "B.E, CSE"
cgpa: "7+"
location: "Tamil Nadu, IN"
languages: [
"Tamil", "English", "Hindi"
]
status: "Open to Work ✓"

Tools of
the trade.

Programming & CS

PythonHTMLCSSJavaScript Data StructuresOOPC
🧠

AI / Machine Learning

Supervised MLUnsupervised MLScikit-learn TensorFlowKerasEDA Data PreprocessingGenerative AI

Cloud & Dev Tools

Google Cloud PlatformServerless Computing Gemini CLIIAMVS CodeGit
🗄

CS Fundamentals

DBMSSQLJoins & Normalization OS ConceptsTCP/IPHTTP/HTTPS OSI ModelLinux
🔒

Security & Enterprise

OWASP ZAPNmapWireshark SQL InjectionSalesforceApexFlow Builder
📊

Data & Visualization

NumPyPILStreamlit TkinterDashboardsEDA

Things I've
built.

PythonScikit-learnStreamlitSQL

PredictPay

Smart Salary Classification Using AI

End-to-end classification pipeline trained on structured salary data. Features full preprocessing, feature engineering, model evaluation, and live deployment via Streamlit Cloud. A production-grade ML application accessible to anyone.

Live deployed web application
TensorFlowKerasCNNTkinterNumPy

DigitSense

Handwritten Digit Recognition Application

CNN-based recognition system trained on MNIST achieving ~98% accuracy. Coupled with a real-time desktop GUI for live user input and prediction — bridging the gap between model training and user-facing experience.

~98% accuracy on MNIST dataset
SalesforceApexFlow BuilderDashboards

MedInventory

Medical Inventory Management System

Enterprise-grade Salesforce inventory solution with full automation. Implemented Apex triggers, validation rules, automated workflows, dashboards, and role-based access control — end-to-end data relationship management.

Full automation with Apex triggers & flows

Where I've
worked.

Jul 2025

Network Security Intern

K7 Computing · Remote

Foundational cybersecurity concepts and secure networking. Hands-on with OWASP ZAP, Nmap, Wireshark, and SQL injection testing. Developed enterprise security awareness.

OWASP ZAPNmapWiresharkSecurity
Jun–Jul 2025

Artificial Intelligence Intern

Edunet Foundation · AICTE & IBM SkillsBuild · Remote

Data-driven problem solving using ML models. Gained exposure to real-world workflows, deployment concepts, and IBM learning platforms. Strengthened fundamentals in programming, data handling, and system design.

ML ModelsIBM PlatformDeployment
Jun 2025

Machine Learning Intern — RISE Program

Tamizhan Skills · Remote

Built ML prototypes including spam detection and digit recognition. Collaborated in a structured remote learning environment. Improved debugging, documentation, and technical communication skills.

Spam DetectionDigit RecognitionML Prototyping

Verified
expertise.

IBM SkillsBuild
Generative AI in Action
IBM SkillsBuild
Artificial Intelligence Fundamentals
Cisco Networking Academy
Python Essentials 1
Cisco Networking Academy
Linux Essentials
UiPath
RPA Diploma
HCL GUVI
Python Programming
🏆
Troubleshooter (L2)
AI Agents: Accelerate Data-Driven Agents with Gemini CLI & Serverless Runtimes — GDG Cochin, Code Vipassana Event

Academic
foundations.

Data Structures & Algorithms · Object-Oriented Programming · Database Management Systems · Operating Systems · Computer Networks · Distributed Computing · Theory of Computation · Compiler Design · AI & Machine Learning · Digital Principles & Computer Organization · Data Structures & Algorithms · Object-Oriented Programming · Database Management Systems · Operating Systems · Computer Networks · Distributed Computing · Theory of Computation · Compiler Design · AI & Machine Learning · Digital Principles & Computer Organization ·

Let's build
something.

I'm actively looking for full-time opportunities and interesting collaborations. Reach out and let's talk.