Sudhanshu Anand

Building GenAI systems & ML pipelines | PyTorch • FastAPI • LangChain • Docker | Writing about multi-agent systems, fraud detection, and applied AI.

[Sudhanshu Anand @Allkeeey]

Still unplaced. Instead of boring LeetCode, I coped by building an AI to read dense research papers for me.

My Multi-Agent Researcher (LangGraph + MCP).
V1 was a blender: 45 mins/query, rate limits & crashes.
Here is the final version actually working

[Sudhanshu Anand @Allkeeey]

saw multimodal peaks + right-skewed data and immediately thought “time to fix the distribution”🥰

fuck, turns out that's tissue composition. Might need to learn biophysics.

till then here's a quick EDA on breast tissue impedance:

https://t.co/gXLIKD6ByA

[Sudhanshu Anand @Allkeeey]

@anandachanta19 @X Heyyyy let's connect

[Sudhanshu Anand @Allkeeey]

@Gamingtronium Heyyy, Let's Connect @Gamingtronium

[Sudhanshu Anand @Allkeeey]

@amarpaldev Heyyyy, let's connect

[Sudhanshu Anand @Allkeeey]

I walked in prepared to prove what I knew and basically how I own ts. \
Anyway, last night I learned what catastrophic forgetting actually is.
The hard way. 🤡

[Sudhanshu Anand @Allkeeey]

Had a GD round sometime back.
prepared everything. Interview questions, ML concepts, my projects, everything.

Then they threw a question at me and my brain decided to uninstall itself.💀

I started talking about SSL. Don't ask me why. I STILL don't know why I brought that up.

[Sudhanshu Anand @Allkeeey]

Eventually, they guy gave another solution to us. The easier way out. Even when we reached that point, I was struggling to articulate my thoughts. I kept second-guessing answers that made sense to me five minutes after the interview ended.

[Sudhanshu Anand @Allkeeey]

Then another guy mentioned "catastrophic forgetting."

My first thought was, "What the fuck is that? Is bro cheating or am I missing something?" 😭
The discussion continued, I just sat there, watching my prepared knowledge leave my body in real time.

[Sudhanshu Anand @Allkeeey]

If you want to read the code, or hire me so I can finally afford to deploy this on AWS, here you go:

Full Code & Architecture: https://t.co/odZjG7m3YO

[Sudhanshu Anand @Allkeeey]

Still unplaced. Instead of boring LeetCode, I coped by building an AI to read dense research papers for me.

My Multi-Agent Researcher (LangGraph + MCP).
V1 was a blender: 45 mins/query, rate limits & crashes.
Here is the final version actually working

[Sudhanshu Anand @Allkeeey]

Next up, I might rewire the arch just to look cool and to add a LTM/persistence.
Since the uncut vid runs for 5-minute, tbh more boring than LeetCode, thus it's nowhere to be seen.

The Stack: FastAPI, LangGraph, MCP, Groq, Celery, Redis, Postgres.