Aayush Gala
An AI/ML Developer and Data Scientist with expertise in designing and implementing intelligent systems. Passionate about leveraging cutting-edge technologies to solve complex problems and extract meaningful insights from data.
Aayush Gala
AI/ML Developer, Data Scientist, Software EngineerAbout
Hi, I'm Aayush Gala! I'm an experienced professional with a multidisciplinary background in AI/ML development, data analysis, data science, and software development. I have a proven track record in building, deploying, and enhancing applications, and I excel at solving complex challenges with innovative technical solutions. My technical expertise combined with strong problem-solving abilities allows me to deliver impactful results across various domains.
timeline Life at a Glance
Explore my journey through education, work experience, and research
Education
MSc in Computer Science and B.Tech in Information Technology
MSc in Computer Science – Data Science | Trinity College Dublin, Ireland (Sept 2024 – Present)
Bachelor of Technology in Information Technology | K.J. Somaiya Institute of Technology (Mumbai University), India (Sept 2020 – June 2024)
Honours in Blockchain Technology (Sept 2022 – June 2024)
rocket_launch Projects
Explore my portfolio of projects across different domains
psychology AI/ML Projects
data_usage Data Science and Analytics Projects
code Software Development
Credit Card Fraud Detection
Advanced deep learning model for detecting fraudulent credit card transactions, utilizing sophisticated data balancing and feature engineering techniques.
Key Achievements
- check_circle Analyzed 284,807 transactions with advanced deep learning
- check_circle Achieved AUC-ROC of 0.92 and F1-score of 0.90
- check_circle Implemented SMOTE for effective class balancing
Technologies Used
Deep LearningSMOTEPythonData NormalizationAgentic AI Tutor
Interactive tutoring system delivering personalized education through an advanced NLP-based chatbot interface.
Key Achievements
- check_circle Created personalized lesson plan delivery system
- check_circle Improved user engagement by 20%
- check_circle Implemented comprehensive progress tracking
Technologies Used
NLPChatbotMachine LearningPythonRAG-Powered Survey Analysis
Advanced Retrieval Augmented Generation pipeline for analyzing and deriving insights from open-ended survey responses.
Key Achievements
- check_circle Designed end-to-end RAG pipeline
- check_circle Implemented advanced NLP techniques
- check_circle Converted raw data into actionable insights
Technologies Used
RAGNLPDocument SummarizationFeature EngineeringI am a
Developer
With experience in building intelligent systems and extracting insights from data. Here are the technologies I am familiar with.
Machine Learning & AI
TensorFlow PyTorch Keras scikit-learn NLTK spaCy
Data Science & Analytics
Pandas NumPy Excel Tableau Power BI Matplotlib Seaborn
Programming Languages
Python R Java C C++ SQL JavaScript
Software Development
JavaFX Spring Boot Hibernate REST APIs Flask Docker AWS Git
Additional Technologies
Spark Hadoop MySQL PostgreSQL VSCode Advanced Statistical Methods