sidharth.ipynb

SQL · Python · LLMs · Visualisation
Data is only valuable when it leads to better decisions

[sidharth.ipynb @sidharthmalik01]

🚀 Open-sourced my Lead Collector & Auto Follow-Up System.

Python + Web Scraping + ML + Email Automation.

It collects leads, scores them with ML, and automates follow-ups.

The project is still evolving. Looking for contributors 🤝
improvements welcome.

Repo link in first cmnt

[sidharth.ipynb @sidharthmalik01]

Building my developer portfolio from scratch with FastAPI

Aiming for clean architecture and low latency to showcase interactive ML demos and data science projects directly on the web.

Stack:
• @FastAPI / Python • @scikit_learn / SciPy •@PostgreSQL • Jinja2

#webapp #AI

[sidharth.ipynb @sidharthmalik01]

Repo link - https://t.co/8a7W9tAmaH

[sidharth.ipynb @sidharthmalik01]

need help in this small #saas project, any contribution will be appreciated.

repo link in first comment-

#datascience #ML #automation

[sidharth.ipynb @sidharthmalik01]

Data → Intelligence → Action

Breaking down the Data Science process and architecture from data collection and feature engineering to modeling, validation, and real-world decisions.
Understanding the pipeline makes the bigger picture much clearer.

#DataScience #MachineLearning

[sidharth.ipynb @sidharthmalik01]

Got this windows laptop as a secondary machine.
Planning to use linux on this, please recommend which distro would be best for a person new to linux.

#linux

[sidharth.ipynb @sidharthmalik01]

Repo link - https://t.co/8a7W9tAmaH

[sidharth.ipynb @sidharthmalik01]

🚀 Open-sourced my Lead Collector & Auto Follow-Up System.

Python + Web Scraping + ML + Email Automation.

It collects leads, scores them with ML, and automates follow-ups.

The project is still evolving. Looking for contributors 🤝
improvements welcome.

Repo link in first cmnt

[sidharth.ipynb @sidharthmalik01]

My first research paper is officially underway. 🧠

“Evaluating LLMs for Automated EDA & NLP Based Data Querying.”

Can LLMs actually turn raw data into reliable insights or just generate convincing-looking analysis?

Time to find out.

#AI #LLM #DataScience #Research #EDA

[sidharth.ipynb @sidharthmalik01]

@mirayavandiepen Hey, i am currently working on LLMs. Lets connect, followed👍

[sidharth.ipynb @sidharthmalik01]

Time to lock in 🧠

#buildinpublic #python

[sidharth.ipynb @sidharthmalik01]

@CodeWithKolin @hackerrank Appreciate that yeah, the gate is the product. Everything else (categorization, charts, exports) is commodity at this point. The hard part is getting the agent to actually trust its own "safe to spend" call.

[sidharth.ipynb @sidharthmalik01]

Participated in @hackerrank hackathon,

Building an AI-powered financial agent that decides whether a user can safely afford a requested expense.

#hackathon #buildinpublic #hackerrank

[sidharth.ipynb @sidharthmalik01]

187 Tests completed so far.

[sidharth.ipynb @sidharthmalik01]

Scored new personal best on @monkeytype , 66 wpm with 99% accuracy.

#monkeytype #typingspeedtest

[sidharth.ipynb @sidharthmalik01]

got 2 more badges on @hackerrank for solving python problems.

#python #buildinpublic

[sidharth.ipynb @sidharthmalik01]

@BytePilotLabs @hackerrank thanks.

[sidharth.ipynb @sidharthmalik01]

Just earned the Bronze Badge for Python on @hackerrank !
#python #hackerrank #buildinpublic

[sidharth.ipynb @sidharthmalik01]

@jiya_3063 @pycharm

[sidharth.ipynb @sidharthmalik01]

A simple data analytics lesson:

Correlation ≠ causation.

Revenue ↑
Ad spend ↑

Does more ad spend cause more revenue?Maybe.

Without accounting for seasonality, pricing, promotions, and other variables, you’re only seeing a pattern not proving a cause.
#DataAnalytics

[sidharth.ipynb @sidharthmalik01]

@BasantSoli33398 Its just a bubble.