Hey, I’m Kartik Aslia, a Machine Learning Engineer and Backend Developer with a knack for solving real-world problems.
😎🚀
Currently building MyEncrypt!
About me
By day, I’m a Machine Learning Engineer, conquering challenges at the intersection of AI and backend development, pursuing a Bachelor’s of Engineering at Chandigarh University. By night, I’m constantly innovating, whether it’s fine-tuning Large Language Models (LLMs) using RAG and Self-RAG or crafting powerful applications with the MERN stack.
My adventures include building GANs for fashion image generation and designing hybrid models for 3D position estimation. From working on satellite image processing to leading development teams, I’ve been fortunate to push the boundaries of AI-driven innovation. I thrive in projects where I can bring creativity and cutting-edge technology together.
My core skills include Machine Learning, Deep Learning, Transformers, and Backend Development, but my true passion lies in solving real-world problems and optimizing processes to be faster and smarter. Whether it's reducing training time by 93% on a U-Net model or enhancing productivity by 25% as a team lead,
I’m always up for a challenge.
When I’m not coding, you can find me diving deep into the world of AI and Aerospace technologies, keeping up with the latest trends, or simply enjoying a good sci-fi movie. Learning never stops for me—I’m always exploring new fields, from satellite image processing to industry trends in AI. Let's connect and build something groundbreaking together!
My projects
Paytm Clone - Full-Stack Application
Features user sign-up, log-in, balance checks, fund transfers, and transaction views. Utilizes React for the frontend and Express.js for the backend.
- React
- Node
- MongoDB
- Tailwind
- Express.js
- JWT Authentication
Fashion Image Generation Using GAN
Generates fashion images using a GAN trained on the Fashion MNIST dataset, emphasizing high accuracy rates.
- GAN
- TensorFlow
- Python
- Deep Learning
MyEncrypt - Full-Stack Encryption App
MyEncrypt offers a simple, secure way to encrypt and decrypt messages.Enter your message, and get the encrypted result. You can also generate a QR code for easy sharing and direct decryption within the app.
- Express.js
- TypeScript
- BcryptJS
- Crypto
- Mongoose
Hybrid Model Architecture for Position Estimation
Combines Dense and LSTM layers for 3D position prediction, optimized for rapid computation with GPU support.
- Deep Learning
- RNN
- LSTM
- Python
Satellite Image Processing for Road Extraction
Employs a U-Net model to extract roads from satellite images, optimized for clarity and speed with TensorFlow and OpenCV.
- CNN
- U-Net
- OpenCV
- TensorFlow
My Skills
- HTML
- CSS
- JavaScript
- TypeScript
- React
- Node.js
- Git
- Tailwind
- Prisma
- MongoDB
- Redux
- Express
- Framer Motion
- PostgreSQL
- CloudFlare
- Hono
- Python
- Fast-API
- GPU-Acceleration
- Machine Learning
- DeepLearning
- TensorFlow
- Pytorch
- Large Language Models
- Transformers
- LangChain
- Data Analytics
- CryptoGraphy
- Public Speaking
- Flutter
My experience
Software Developer Intern
Kishvi Studio Digital Agency, Remote
Designed and implemented a scalable transaction system using WebSockets and Express servers, resulting in a 22% increase in transaction efficiency. Developed a real-time broadcast server to enhance large-scale data dissemination across multiple users, reducing delays and system latency in critical operations. Built a telemetry system for actionable insights, optimized throughput by 34% with a microservices API Gateway, and created an AES-256 encryption portal with advanced key management.
Jun 2024 - Nov 2024Machine Learning Engineer - Intern
Remote, United Kingdom
Enhanced itinerary creation in a Travel Guide by fine-tuning a Large Language Model (LLM) using Retrieval-Augmented Generation (RAG) and Self-RAG. Increased search context by 47% with an LLM internet connection pipeline and improved cost tracking by 30% with a token cost logger feature.
Aug 2023 - Jan 2024Fashion Image Generation Using GAN
Mohali, Punjab
Developed a GAN model to generate fashion images using the Fashion MNIST dataset. Reduced training time from 3.6 days to 33 hours through GPU acceleration, achieving a generator accuracy of 98.7%.
Jun 2024 - Jul 2024Hybrid Model for Position Estimation
Mohali, Punjab
Created a hybrid ANN and RNN model for 3D position prediction of ballistic projectiles, achieving an accuracy of 99.6%. Integrated GPU support to reduce computation time by 92%.
Feb 2024 - Mar 2024Satellite Image Processing for Road Extraction
Mohali, Punjab
Developed a U-Net model for road extraction from satellite images with 99.4% accuracy. Leveraged TensorFlow and OpenCV to reduce training time by 93%.
Sep 2023 - Oct 2023MyEncrypt - Full-Stack Encryption App
Gurugram, India
Developed a full-stack encryption app allowing users to securely encrypt and decrypt messages, and generate QR codes for easy sharing. Built with Express.js, TypeScript, BcryptJS, Crypto, and Mongoose.
2024