Shivam Agarwal – Medium

Shivam Agarwal

Do Multi-Agent LLMs Really Pick Better Stocks?

TL;DR: Multi-agent LLMs split “stock picking” into roles (fundamentals, sentiment, valuation, risk). Each agent argues its case with cited…

Aug 24

Do Multi-Agent LLMs Really Pick Better Stocks?

Aug 24

How I Optimized a Banking Spark Pipeline with One (Surprisingly) Simple Repartition Hack

A few quarters ago I inherited a Spark job at a bank that everyone… feared. It processed ~3–5 TB/day of transactions + ledger snapshots…

Aug 17

How I Optimized a Banking Spark Pipeline with One (Surprisingly) Simple Repartition Hack

Aug 17

Clearing the AWS Certified AI Practitioner Exam on My First Attempt

When I first thought about taking the AWS Certified AI Practitioner exam, I felt both excited and a bit nervous. AWS certifications are…

Oct 7, 2024

Clearing the AWS Certified AI Practitioner Exam on My First Attempt

Oct 7, 2024

How to deal with imbalanced data in machine learning practically ?

Imbalanced data is common in certain classification problems and it impacts model performance as well as usability if not dealt…

Sep 30, 2024

How to deal with imbalanced data in machine learning practically ?

Sep 30, 2024

Why Reinforcement learning from Human Feedback (RHLF) is important for Big Organizations?

It’s a way of teaching a LLM (Large Language Model) to perform tasks or answer questions more effectively by using feedback from humans.

Dec 14, 2023

Why Reinforcement learning from Human Feedback (RHLF) is important for Big Organizations?

Dec 14, 2023

Why your 9–5 job is killing your creativity

Even though it says 9–5 but in real terms it is not 9–5. Sometimes the job can demand 60+ hours in week

Aug 14, 2023

Why your 9–5 job is killing your creativity

Aug 14, 2023

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How Analyzing Financial Ratios using Python Can Uncover Hidden Gems

Sometime I wonder why Financial rations are so important. The simple answer is human mind needs number for rational decision. Financial…

Aug 12, 2023

How Analyzing Financial Ratios using Python Can Uncover Hidden Gems

Aug 12, 2023

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Decoding AWS Instance Types: A Comprehensive Guide for Choosing the Right Virtual Configuration

An instance is a virtual computer that is available on the cloud. The instance type determines computing power, memory capacity, storage…

Aug 10, 2023

Decoding AWS Instance Types: A Comprehensive Guide for Choosing the Right Virtual Configuration

Aug 10, 2023

“AWS Demystified: Unraveling the Difference Between Availability Zones, Regions, and Data Centers”

A region is a fundamental building block of its infrastructure. It represents a distinct geographical area where AWS has established…

Aug 7, 2023

“AWS Demystified: Unraveling the Difference Between Availability Zones, Regions, and Data Centers”

Aug 7, 2023

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The Financial Detective: Decoding Balance Sheets with Ease using Python

“Ever wondered how companies like IBM structure their finances within detailed balance sheets? Our newest guide simplifies the process of…

Aug 6, 2023

The Financial Detective: Decoding Balance Sheets with Ease using Python

Aug 6, 2023

Shivam Agarwal

Shivam Agarwal

Shivam is an accomplished analytics professional and algo trader, sharing expertise in algo trading, data science, and AI through insightful publications.

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