Backend Engineer · AI/ML Developer

GunalChrist A

Backend-focused engineering student. Strong foundations in Java, Python, data structures, and system design. Passionate about scalable systems and intelligent AI applications.

7.7CGPA
85%ML Accuracy
3Projects
5+Certifications
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01 · About

Who I Am

I'm a final-year B.Tech student specialising in AI and Machine Learning, with a deep passion for backend engineering and platform systems. I believe great software is built on rock-solid fundamentals — clean architecture, efficient algorithms, and thoughtful system design.

My approach bridges scalable backend systems with intelligent AI-powered solutions. Whether it's designing RESTful APIs, building end-to-end ML pipelines, or architecting distributed systems, I obsess over every layer of the stack.

Outside the terminal, I'm a state-level football player and a hackathon builder — a mindset of discipline and teamwork that translates directly into engineering excellence.

DegreeB.Tech — AI & ML
CollegeHindusthan CE&T
Duration2022 – 2026
LocationHosur, Tamil Nadu, India
7.7CGPA
85%ML Model Accuracy
3ML Projects
5+Certifications

02 · Skills

Technical Arsenal

Languages
Java Python SQL Shell
Backend
REST APIs MVC OOP Design Patterns Layered Arch
AI / ML
Machine Learning NLP TF-IDF Neural Networks Feature Eng.
Tools
Git Power BI Jupyter Excel IntelliJ
Core CS
Data Structures Algorithms System Design Distributed Sys

03 · Experience

Work History

SEP 2024 – OCT 2024
Business Analytics Intern
Ediglobe
  • Developed churn prediction models using Logistic Regression and Decision Trees.
  • Built end-to-end ML pipeline covering preprocessing, feature engineering, model training, and evaluation.
  • Achieved 85% prediction accuracy and contributed actionable insights for churn reduction strategies.

04 · Projects

Featured Builds


05 · Education

Academic Background

2022 – 2026
B.Tech — Artificial Intelligence & Machine Learning
Hindusthan College of Engineering and Technology
7.7
CGPA
SIH 2024 State-Level Football
Certifications
Professional Development
  • IBM — Introduction to Python
  • IBM — Java Fundamentals
  • IBM — Data Visualization
  • Infosys Springboard — Artificial Intelligence

06 · Value Proposition

Why Hire Me

🏗️
Backend Fundamentals

Strong command of REST APIs, OOP, MVC, and design patterns — building systems that scale cleanly.

🧠
ML Pipeline Experience

End-to-end ML experience from raw data preprocessing to model deployment with measurable outcomes.

🔩
Scalable Architecture

Deep focus on layered, modular architecture and distributed systems thinking from day one.

Problem-Solving Mindset

Hackathon builder and football player — thrives under pressure with a bias toward execution.

📡
Systems Design Vision

Passionate about distributed systems, high availability, and building infrastructure that lasts.


07 · Open Source

GitHub Activity

ocr-resume-classifier
OCR-based resume text extraction + TF-IDF + neural network classifier for top-3 job role recommendations.
PythonAI / NLP
automobile-mileage-predictor
Linear and polynomial regression model comparison for mileage prediction with R²=0.77.
PythonML / Scikit-learn
churn-prediction-ml
Customer churn prediction using Logistic Regression and Decision Trees — 85% accuracy.
PythonBusiness Analytics

08 · Contact

Get In Touch

I'm actively looking for backend and AI/ML engineering roles. If you're building something ambitious, let's talk.

LocationHosur, Tamil Nadu, India
Available Now
$ status --current
Open to full-time roles
Available for internships
Interested in backend & ML
→ Graduating 2026
Send a Message →