Machine Learning Engineer & Cloud Specialist
I specialize in developing intelligent AI systems and deploying scalable machine learning models on cloud infrastructure. With expertise in Python, TensorFlow, and AWS, I transform complex data challenges into production-ready solutions.
ML Problem Solver
Designing and implementing machine learning models to solve real-world problems with 85%+ accuracy
Cloud Deployment
Building scalable AI systems on AWS infrastructure with EC2, S3, Lambda, and RDS
Data-Driven
Transforming complex datasets into actionable insights using TensorFlow, Scikit-Learn, and Pandas
Core Competencies
Machine Learning
- ▸Supervised & Unsupervised Learning
- ▸Neural Networks & Deep Learning
- ▸Model Optimization & Evaluation
- ▸Feature Engineering & Selection
Cloud Infrastructure
- ▸AWS EC2, S3, Lambda, RDS
- ▸Scalable Architecture Design
- ▸Auto Scaling & Load Balancing
- ▸IAM & Security Best Practices
Development
- ▸Python, C++, Data Structures
- ▸FastAPI, Flask, RESTful APIs
- ▸Git, CI/CD Pipelines
- ▸Object-Oriented Programming
Technical Arsenal
Comprehensive toolkit for building and deploying production-ready AI solutions
Machine Learning & AI
Programming Languages
Cloud & Infrastructure (AWS)
Frameworks & Tools
Featured ML Projects
Production-ready AI systems showcasing machine learning expertise and cloud deployment
LifePulse: AI Health Monitoring System
Smart Health Calculator analyzing user lifestyle and body data with 87.1% accuracy in detecting lifestyle risks. Combined AI models with rule-based logic to assess sleep patterns, activity levels, and dietary habits aligned with WHO guidelines.
Problem
Need for accessible, accurate health risk assessment without expensive medical equipment
Solution
Hybrid AI approach combining machine learning models with WHO-aligned rule-based logic
Key Results
Cartoonize: Photo-to-Cartoon Art Transformer
Full-stack application converting photos into high-quality cartoon artwork using advanced OpenCV pipelines and optional neural style transfer. Features FastAPI backend with LAB color quantization, multi-pass bilateral filtering, and multi-method edge detection.
Problem
Complex image stylization requiring balance between artistic quality and computational efficiency
Solution
Multi-stage OpenCV pipeline with optional PyTorch neural style transfer for enhanced results
Key Results
LabLingo AI: Interactive Language-Learning Platform
AI-driven multimedia language lab for real-time spoken practice, pronunciation scoring, adaptive lessons, and instructor analytics. Real-time STT/TTS conversation exercises with automated pronunciation scoring and adaptive lesson pipelines.
Problem
Learners need realistic speaking practice, instant feedback on pronunciation, and contextual examples—without requiring live tutors
Solution
Real-time STT/TTS conversation exercises, automated pronunciation scoring, adaptive lesson pipelines, and instructor dashboards for monitoring progress
Key Results
Professional Journey
Continuous learning and hands-on experience in AI, ML, and Cloud technologies
Machine Learning Intern
CFM, RCOEM
May 2025 – July 2025
- ▸Enhanced ML-based tool to predict sleep disorders using lifestyle and health data
- ▸Attained 87% accuracy in predictions analyzing stress, sleep duration, and blood pressure
- ▸Utilized Python, Scikit-Learn, and Pandas for model development and data analysis
AWS Cloud Computing Training
RCOEM
March 2025 - April 2025
- ▸Gained hands-on experience with core AWS services: EC2, S3, RDS, IAM, VPC, and CloudWatch
- ▸Designed and deployed scalable web application architecture using Auto Scaling and Load Balancer
- ▸Implemented secure access management with IAM roles, policies, and multi-factor authentication (MFA)
Education
B.Tech in Electronics and Communication
Shri Ramdeobaba College of Engineering and Management
Focused on electronics, communication systems, and embedded technologies.
Minor in Artificial Intelligence and Machine Learning
Shri Ramdeobaba College of Engineering and Management
Specialized coursework in AI, ML algorithms, deep learning, and data science.
Certifications
AWS Certified Cloud Practitioner
Amazon Web Services
October 2025
Validated foundational knowledge of AWS Cloud services, security, and architecture best practices.
Introduction to Machine Learning on AWS
Coursera/AWS
July 2025
Comprehensive understanding of ML concepts and implementation using AWS services like SageMaker.
NCC 'A' and 'B' Certificate
National Cadet Corps
2024-2025
Leadership, discipline, and teamwork development through active NCC training and drills.
Competitive Programming
GitHub Activity
Real-time statistics and contributions
Let's Connect
Interested in collaboration or have questions? Feel free to reach out.
Direct contact:
rogerdemello289@gmail.com