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// Software Engineer & ML Practitioner

Srujan
S D

AI/ML · Cloud · DevOps

Aspiring Software Engineer with strong foundations in Python, Machine Learning and Cloud Computing. Building scalable, data-driven, and intelligent applications with real-world impact.

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Srujan SD
Srujan S D
Software Engineer
Python ML / AI DevOps AWS
📍 Bengaluru, India
SCROLL
✦ Rooman Technologies ✦ TNS India Foundation ✦ MUFG Sponsored ✦ RineX Technologies ✦ AWS EC2 ✦ Docker & Kubernetes ✦ YOLOv8 ✦ TensorFlow ✦ Salesforce ✦ GitHub Actions CI/CD ✦ Rooman Technologies ✦ TNS India Foundation ✦ MUFG Sponsored ✦ RineX Technologies ✦ AWS EC2 ✦ Docker & Kubernetes ✦ YOLOv8 ✦ TensorFlow ✦ Salesforce ✦ GitHub Actions CI/CD

// 02. Journey

Experience
Timeline

Feb '26 — May '26
DevOps Intern
Rooman Technologies · Bengaluru
  • Gained hands-on experience in cloud computing concepts and cloud-based application deployment.
  • Used Git and GitHub for version control while learning DevOps automation, deployment, and cloud-based tools for AI/ML and software applications.
Jul '25 — Nov '25
AIML Trainee
TNS India Foundation (MUFG C2C) · Bengaluru
  • Underwent intensive industry-aligned Campus-to-Corporate training in Artificial Intelligence and Machine Learning, sponsored by MUFG.
  • Gained practical skills in Data Science through real-world projects and case studies designed by industry experts.
  • Focused on end-to-end ML lifecycle: data preprocessing, model building, and performance evaluation.
Jun '24 — Aug '24
Data Science Intern
RineX Technologies · Bengaluru
  • Cleaned and preprocessed datasets using Python to prepare data for machine-learning workflows.
  • Tuned model parameters and features to improve ML model accuracy and performance metrics.
  • Automated repetitive data-processing tasks using Python scripts and tested ML prototype models.

// 03. Arsenal

Technical
Skills

Programming & Data
Python92%
SQL78%
Pandas / NumPy85%
HTML / CSS70%
AI / ML Frameworks
TensorFlow / PyTorch80%
Scikit-learn82%
OpenCV / YOLOv875%
FastAPI / Flask / Streamlit78%
Cloud & DevOps
AWS (EC2, VPC, IAM)72%
Docker & Kubernetes75%
CI/CD (GitHub Actions)70%
Linux / Git80%

// 04. Builds

Featured
Projects

Apr '26 — May '26
Automated CI/CD Pipeline for Flask App Deployment
End-to-end CI/CD pipeline for automated deployment of a Flask web application using Docker, GitHub Actions, and AWS EC2. Automated Docker image build, registry push, and cloud deployment triggered on every GitHub commit.
Docker GitHub Actions AWS EC2 Flask CI/CD
View Code
Jun '25 — Nov '25
Vehicle Damage Localization & Severity Estimation (YOLOv8)
YOLOv8-based detection pipeline to localize vehicle damages and classify severity levels with 91% detection accuracy. Designed CNN architecture and post-processing to estimate damage severity for clear localization outputs.
YOLOv8 CNN OpenCV Python
View Code
Oct '25 — Nov '25
Heart Disease Detection using Classification Algorithms
Machine learning model to predict heart disease using patient clinical data. Compared multiple models; best performance via Random Forest (~67.5% accuracy, ROC-AUC ~0.76). Deployed with Flask, Streamlit, and Docker.
Random Forest Scikit-learn Streamlit Docker
View Code
Sep '25 — Oct '25
Manufacturing Equipment Output Prediction
Linear Regression model to predict injection molding machine output using operational data. Achieved high prediction accuracy (R² = 0.906). Deployed with Flask, Streamlit, and Docker for scalable real-time performance prediction.
Linear Regression Feature Engineering Flask Docker
View Code

// 05. Credentials

Certifications

🏆
Agentblazer Champion 2026
Salesforce
Jan '26
🤖
Artificial Intelligence & Machine Learning Foundations
TNS India Foundation (MUFG C2C Training)
Nov '25
☁️
Cloud Computing Fundamentals
IBM
Nov '25
💾
SQL (Basic)
HackerRank
Aug '25
📊
Data Science Course
RineX.Ai
Jul '24

// 06. Let's Talk

Get In Touch

Open to internships, full-time roles, and exciting projects. Let's build something great.

srujansd049@gmail.com +91 8904723947 LinkedIn GitHub Instagram