Mini Jugaads

ideaForge Q4 FY25: Revenue Plunges 48% YoY Amid Procurement Delays, but Strategic Bets Signal Long-Term Promise

ideaForge Technology reported a challenging Q4 FY25 and full-year FY25 with a significant YoY revenue decline. However, the company is actively pursuing growth through new product launches, international expansion, and a bolstered L1 pipeline exceeding INR 400 crores. Management remains optimistic about long-term prospects, citing increased R&D investments and potential catalysts from emergency government procurements.

2025-05-25

Mold-Tek Packaging FY25 Q4: Revenue Up, PAT Down - What's REALLY Happening?

Mold-Tek Packaging reported robust Q4 FY25 revenue growth driven by strong Food & FMCG performance and a significant ramp-up in its new Pharma division, which achieved breakeven. While full-year PAT saw a dip due to higher costs, the outlook for FY26 focuses on continued pharma expansion and a recovery in the paints segment.

2025-05-24

E2E Networks FY25 Review: Strong Yearly Growth, GPU Expansion Powers AI Ambitions Despite Q4 Dip

E2E Networks reported robust YoY growth for FY25, with revenue up 74% and PAT up 117%. Q4FY25 saw a strategic QoQ revenue dip to ₹335 Mn as the company focused on large-scale trials, but PAT improved QoQ to ₹136 Mn, aided by higher other income. Significant GPU capacity expansion and the L&T partnership are key to its future AI and sovereign cloud strategy, with an ambitious MRR target of ₹35-40 crores by March 2026.

2025-05-05

Zerodha trading API - Setting up two factor authentication with jugaad-trader and pyotp

Use pyotp library we can automate the logging process

2023-11-16

Fetch live stock quote from new NSE website using jugaad-data

Simple python script to fetch live stock quotes from new NSE website.

2021-01-16

Download tick data for a given stock from NSE's website suing python

We will download tick level prices for a given stocks from NSE’s website using a simple python script

2021-01-08

Benefits of patience in investing - maximize returns while reducing risk over long term

This blog post is inspired by the book Coffee can investing, we will see how patient investors are rewarded with higher returns at much lower risk

2020-12-31

Download data from Zerodha using python script

Simple script to download minute level data using jugaad-trader

2020-12-26

Monthly returns over 3 decades - Monthly returns heatmap

Cool visualization to analyse monthly nifty returns over 3 decades using heatmap

2020-12-22

Implementing pair trading strategy with python

A series of articles explaining how to implement a pair trading strategy with python using jugaad-data

2020-08-25

How to calculate beta for Indian stocks using python and jugaad-data

Download data historical data using jugaad-data and calculate beta using pandas and numpy

2020-08-23

How to trade with python in Zerodha

Use Jugaad-Trader, a python library, to trade in Zerodha even without Kite Connect Subscription.

2020-07-31

Developing in cloud on a budget

Use preemptible VMs in combination with always free tier VM, set up cron job to turn on the VM whenver it terminates

2020-07-23

Automatic testing in Python on file change

Automatically run test whenever there is a change in test or code file using inotify

2020-07-23

How to Log into your Zerodha account using Python

In this post we will log in to Zerodha account using python requests

2020-07-16

How to calculate Max Pain using python

Next in option chain series, we now fetch the option chain and calculate the max-pain

2020-07-10

Fetching Stock Data From Cloud

Download NSE data in AWS, GCP or any other cloud platform using Judaad Data where NSEpy fails

2020-07-05

Choosing a broker for algorithmic trading in India

It is crucial to choose right broker if you are planning to venture into algo-trading. In this article we will discuss about the factor you should consider while choosing a broker for algo-trading and we will also share a list of brokers supporting algo-trading.

2020-06-01

Algo trading companies in India

Curated list of companies operating in HFT and algo trading

2020-04-18

Fetching live option chain from NSE in pandas dataframe What is Option chain Option chain of a security is a single table which shows premium price, open interest, volume traded etc for both put and call options and for every strike price Install required packages pip install requests bs4 pandas Getting started We import the required modules import requests from bs4 import BeautifulSoup import numpy as np import pandas as pd URL for option chain

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