Note - All the project repositories are available on github
Lets talk about the projects
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Project 1- MuseSnap🎼 - Music app - where you can upload screenshots of any random musician - which you saw on instagram reels
or shorts, the AI (for now imagga API) will help you recognize the musician and recommend you their playlist (used another API). -
Project 2- Gen AI image generation using pytorch - this project is one of my biggest project to start off with GEN AI , understanding
the generator and discriminator and all about how they have neural networks which can be used to generate image. -
Project 3 - Working on full stack real time chatting app using websocket - backend work going on.... Update - Created Rest APIs for chat room and testing them using POSTMAN - facing lombok error and trying my best to resolve it asap. Tomorrow - learning websockets.
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Then there were many other projects which i worked on - especially OLLAMA - which was used to run LLMs locally on my machine and
generate response on how to build a god resume in my AI Resume builder project.
TechStack used this Year
- Backend - Spring Boot - Java,
- Frontend - React JS + VITE, Tailwind CSS
- CI/CD - Docker, Kubernetes
- Database - MongoDB, SQL
- Language - Python, How to design a generator and discriminator - in short a neural network - which can be used anywhere.
Hackathon Participated in HackFrost 2024, came in the top 20 members for the Hackfrost promotional event on twitter and linkedin.
Java Revision
- Created immutable class in java - asked in interviews , immutable means - its value cannot be changed.
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Note- As you can see in the image the changed value of id is not shown - it prooves the immutability in java class created.
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Got to know how thread scheduler works and all about premptive and non premptive scheduling algorithm:
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Daemon Thread - It is a service provider thread for the user thread. Two most important methods in it:
#Real life example of daemon thread:
1.1 Auto-Save feature in Document Editor.
1.2 In document editor application like MS Word or Google Docs, an auto-save feature is oftern implemented.
1.3 here main is the user thread, and setDaemon in main marks the thread as daemon thread.
1.4 Auto save happens as long as the main(user) thread is alive.
1.5 Once main (user) thread ends, the JVM also terminates the daemon thread.
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DSA
Arrays - 3 medium level question solved:
Strings - 1 Medium - Zigzag conversion
Docker
- Created custom images and ran container based on it.
- Images are Read Only , learnt about different layers of images.
GEN AI
- Revised basics of python - tuples, dictionaly, OOP's concept.
- Learnt about packages and modules in python , then got to know how to create custom packages and also learnt about streamlit and how you can use it to develop web application so fast.