RAKSHIT.JAIN
My Writings

Insights & Analysis

Essays and analytical pieces examining financial markets, automated software engineering pipelines, and startup operations.

June 02, 20267 min readFinance

What Retail Investors Can Learn from Market Cycles

An analysis of liquidity flows, interest rate dynamics, and behavioral patterns that define major market turns, outlining risk-mitigation plans for retail accounts.

#Asset Allocation#Macro Economics#Market Cycles
Read Insight
May 14, 20269 min readFinance

How AI Is Reshaping Financial Research

Examining how LLMs, automated retrieval-augmented generation (RAG) pipelines, and sentiment analysis tools are shifting the speed of equity research and valuation.

#Generative AI#Equity Research#Information Arbitrage
Read Insight
April 20, 20268 min readSystems

Building Data-Driven Decision Systems

How modern tech stacks combine data engineering with dashboard analytics to replace intuition with metrics in startup operations and logistics.

#Data Engineering#KPI Analytics#Operational Systems
Read Insight
March 11, 202610 min readStartups

India's Startup Ecosystem: Growth, Debt & Scale

A deep dive into funding models, growth metrics, and structural changes as Indian startups pivot from hyper-growth cash-burn towards unit economics and venture debt.

#Venture Capital#Startup Operations#Indian Markets
Read Insight
February 18, 20266 min readSystems

Lessons from Engineering Complex Systems

Drawing parallels between distributed software architecture design and operations scaling, and why redundancy, telemetry, and isolation are critical to both.

#Software Design#System Resilience#Process Automation
Read Insight