Eigen Mind

Building. Learning. Shipping.

GenAI • DSA • Python • Java • React

Cricket | Geopolitics | Finance

[Eigen Mind @eigenmind04]

I started with a CLI chatbot.
Today, the same chatbot runs as a FastAPI backend with conversation memory, REST APIs, and 10 passing tests.
Not a rewrite. Same provider logic, never touched.
Here's what the CLI → API migration actually taught me 🧵

[Eigen Mind @eigenmind04]

@Vixhal Philosophy obvs

[Eigen Mind @eigenmind04]

@ankitdevvv 👍🏻

[Eigen Mind @eigenmind04]

Wrote the BNY Summer Internship OA today. Sharing the questions 👇
1️⃣ Array Simulation & Cyclic Shift Analysis (Medium)
2️⃣ Greedy + Frequency Hashing + Prefix/Window Tracking (Med-Hard)
3️⃣ E-commerce/Food Delivery backend feature implementation
Hope this helps. 🚀

[Eigen Mind @eigenmind04]

Here we go again. 🚀

Just got shortlisted for the BNY Summer Internship OA.

Time to see what I can do.

[Eigen Mind @eigenmind04]

@Anonymous780106 Yes

[Eigen Mind @eigenmind04]

@shantanu_1105 @Divyansh91565 Sare qns ke test pass hogye the?

[Eigen Mind @eigenmind04]

@AJ_0755 ha sure.

[Eigen Mind @eigenmind04]

Here we go again. 🚀

Just got shortlisted for the BNY Summer Internship OA.

Time to see what I can do.

[Eigen Mind @eigenmind04]

@shrav_10 75%attendence (9-4clg)🥀🥀

[Eigen Mind @eigenmind04]

One of the rare Instagram comments that actually deserves to go viral.

[Eigen Mind @eigenmind04]

Financial literacy should be a core subject in school.
Most people graduate knowing calculus, but not how interest, taxes, or investing work.

[Eigen Mind @eigenmind04]

@gauravnickk777 yaa🙃

[Eigen Mind @eigenmind04]

100 leetcode problems down 🙂↕️
small number i know but it's 100 more than i had before
#DSA #Java

[Eigen Mind @eigenmind04]

today's wins 🎯
• LC POTD+ Longest Consecutive Sequence + Valid Sudoku ✅
• LangChain fully integrated into FastAPI chatbot ✅
some days you just ship 🫡
#DSA #LangChain #buildinpublic

[Eigen Mind @eigenmind04]

What's actually running now:
LCEL: prompt | llm | parser
ChatPromptTemplate → no more manual string formatting
StrOutputParser → clean text output
PydanticOutputParser → structured JSON without try/except hell
Prompt pipelines > raw API calls. No going back 😭
#LangChain

[Eigen Mind @eigenmind04]

Integrated LangChain into my FastAPI chatbot ✅
Built provider abstraction manually first - now adding the framework on top.
Best part: not a single line of existing code touched.
LangChain just slotted in behind the service layer. That's what good architecture buys you 🔥

[Eigen Mind @eigenmind04]

@codewithsushi Aise hei competition decrease karte raho🙂‍↔️🤪

[Eigen Mind @eigenmind04]

@AbhinavXJ Hume bhi guide kar dete☝🏻🥀

[Eigen Mind @eigenmind04]

@HelloVyom @realFlareX @karmakarthik 🙏🏻

[Eigen Mind @eigenmind04]

@realFlareX @karmakarthik Ig @HelloVyom

[Eigen Mind @eigenmind04]

@Divyansh91565 probably thats wt im dng today😺