Hi , I'm Aaditya 👋
I'm a Machine Learning Engineer
Welcome to my portfolio! I specialize in Natural Language Processing with 6 years of experience turning ideas into production-grade solutions.
WHAT I HAVE STUDIED SO FAR
Education.
Masters of Computer Science
- Specialization in Machine Learning and Data Science
- Research focus on Natural Language Processing
- GPA: 3.8/4.0
- Thesis: Efficient Fine-tuning Methods for Low-Resource Languages
Bachelors of Electronics and Communication Engineering
- Focus on embedded systems and signal processing
- Graduated with distinction
- Final year project: IoT-based smart home system
- Awarded for best academic performance in the department
MY PROFESSIONAL JOURNEY
Work Experience
Data Engineer
- Lead data pipeline development using AWS services and Databricks
- Implemented ETL processes for real-time analytics dashboards
- Optimized database performance increasing query speeds by 40%
- Designed and deployed data lake solutions using S3 and Glue
Software Developer
- Developed microservices using Node.js and Express
- Created responsive web interfaces with React and Tailwind CSS
- Implemented authentication systems and secure API endpoints
- Improved application performance by 30% through code refactoring
Machine Learning Engineer III
- Designed and implemented NLP models for text classification and sentiment analysis
- Worked on computer vision solutions for retail analytics
- Trained and deployed machine learning models to production environments
- Led a team of 4 junior ML engineers on client projects
Personal Projects
Explore a collection of my recent projects showcasing my skills in software development, machine learning, and data science. Each project represents my passion for building innovative solutions to real-world problems.
Markdown To PDF Generator
Online app to generate pdf from your markdown.
Technologies
Highlights
- •Implemented custom markdown to pdf converter using remark
- •Several theme of pdf can be generated
- •can process markdown file
Online Code Editor
Interactive Online code editor with autocomplete
Technologies
Highlights
- •Responsive and draggable code editor
- •code autcomplete for js, python, rust
Financial Calculator
Visual tool to estimate your investment on various sectors and analyzing loans to better manage your financial
Technologies
Highlights
- •Generate charts of of future Financial status on varoius Terms
- •Compare various Investments and Loans scheme with different variables
Loan Optimizer
Tool to help you decide how to optimize your loan structure to make your life easy
Technologies
Highlights
- •Help you with your loans, if you have any to make impactful decisions
Certifications
TensorFlow Developer Certificate
July 2023
- Advanced machine learning model development
- Neural network implementation
- Computer vision and NLP applications
- TensorFlow deployment in production
Natural Language Processing
Coursera
May 2022
- Sentiment analysis
- Language modeling
- Neural machine translation
- BERT and transformers
Databricks Certified Data Engineer
Databricks
March 2023
- Data pipeline development
- ETL processes
- Distributed computing
- Performance optimization
AWS Certified Solutions Architect
Amazon Web Services
January 2024
- Cloud architecture design
- High-availability deployments
- Security best practices
- Cost optimization strategies
TECHNICAL PROFICIENCIES
Skills.
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MY INSIGHTS & THOUGHTS
Blogs.
Guide to Data Structure in pythonverse
Datastructures are essential building blocks upon which any programs are constructed. Each data-structure offers a unique method of arranging data, So It can be retrieaved effectively. Python's Standard Library contains a large collections of data structures.
Which would I choose Rust or Go ? `Caught between a rock and a hard place`
Rust for developing systems and performance-critical applications, Go for implicity and scalability of mircro-services and distributed systems.
Understanding useEffect in React - A Beginner's Guide
UseEffect hook is a powerful and versatile tool in react that allows you to handle side effects in your components.
GET IN TOUCH
Contact.
Location
Wollongong, NSW, 2500
Australia