Souvik Das

[Souvik Das @iamSVK3]

🚀 Built an Embedding-Based Document Router with Spring AI.

Instead of using an LLM for document selection, it uses vector embeddings to semantically route queries before chunk retrieval.

GitHub: https://t.co/UmBWXhGEcN
#SpringAI #RAG #GenAI #Java #AI #Ollama

[Souvik Das @iamSVK3]

https://t.co/jyKC3GWep4

[Souvik Das @iamSVK3]

A chatbot that only generates text is interesting.

A chatbot that remembers context is useful.

A chatbot that can call tools, retrieve data, and execute workflows becomes powerful.

The future of AI isn’t better chat.
It’s better orchestration.

#AI #LLM #SpringAI #GenAI

[Souvik Das @iamSVK3]

Live link: https://t.co/QgTfnOEZNG

[Souvik Das @iamSVK3]

Built & deployed my 2nd AI project: RecipeMaker AI 🍳

Generates recipes from ingredients using Spring AI + Gemini.

Java | Spring Boot | Docker
GitHub: https://t.co/jyKC3GWep4
#AI #Java #SpringBoot

[Souvik Das @iamSVK3]

Built and deployed a context-aware AI chatbot using Spring Boot + Spring AI + Gemini 2.5 Flash.

Added conversational memory for follow-up context.

Live: https://t.co/B1kHjJdPwL
GitHub: https://t.co/OlD31TogkQ
#Java #SpringBoot #AI #LLM

[Souvik Das @iamSVK3]

🚀 Upgraded my Java Expense Manager with a production-style backend:

• Layered architecture
• Validator + custom runtime exceptions
• Centralized error handling
• File-based persistence (Java I/O)
• Clean package structure
Repo ➜ https://t.co/PeWUkTv0of
#Java #backend

[Souvik Das @iamSVK3]

50+ days of problem-solving, optimizing, and learning every day.

Next milestone → 100 Days! 💪

#LeetCode #DSA #CodingJourney #Java #ProblemSolving

[Souvik Das @iamSVK3]

🚀 Grinding through Code360 by Coding Ninjas these days!
Just hit Grand Master 🏆
Curious — is anyone else here learning on Code360 besides LeetCode?
Would love to connect & exchange some DSA war stories 💪😄
#Code360 #CodingNinjas #DSA #LeetCode #CodingJourney #100DaysOfCode

[Souvik Das @iamSVK3]

@singh78861 Sure! 👍

[Souvik Das @iamSVK3]

Built a a basic Spring Boot Backend Project — a complete CRUD API focused on clean backend architecture.
Tech Stack: Spring Boot | Spring Data JPA | H2 | Postman
Good for beginners to start how REST APIs connect Controller → Service → Repository → Database.
#SpringBoot #Java

[Souvik Das @iamSVK3]

@aditiloves29 @grok hi

[Souvik Das @iamSVK3]

@gauravnickk777 Consistency is the key !

[Souvik Das @iamSVK3]

@GauravSharan09 Congratulations

[Souvik Das @iamSVK3]

Brute force solution

[Souvik Das @iamSVK3]

Solved the Ninja Training DP problem in 2 ways —
✔ dp[day][task] (standard)
✔ dp[day][last] (alternate state)
Same result, different perspective. 🔁
Love how DP changes when the state changes! 💡
#dsa #dynamicprogramming #coding #LeetCode
Question Link:
https://t.co/J21oTIrvGI

[Souvik Das @iamSVK3]

@SDE_Akshansh Hi…🙋‍♂️

[Souvik Das @iamSVK3]

@i_ishankk sure!!

[Souvik Das @iamSVK3]

Earned a badge for being in the top 0.5% in Recursion on Naukri Code360.
Small progress, but it feels good. 🙂
#coding #dsa #learning #Code360 #LeetCode

[Souvik Das @iamSVK3]

🧩 Class Breakdown (matches carousel order):
1️⃣ https://t.co/V6mtt2KzR3 – model class
2️⃣ https://t.co/4PsBdiLPku – business logic
3️⃣ https://t.co/pRiOW1WZix – enum categories
4️⃣ https://t.co/wldtRZlsZW – user input + menu

[Souvik Das @iamSVK3]

Built a Console-based Expense Manager in Java ✅
• Add / View / Filter expenses
• Category-wise totals (Enum + ArrayList)
Next features: Edit/Delete, file storage & JavaFX UI
Code will be on GitHub soon.