arjunghosh

# A neat Ruby trick
a,b,c = 10,23,109

arjunghosh

page.select('#DOM_element_id').each do |foo|
   foo.value = bar
end 

arjunghosh

# Working and strong RegEx for email validation in Ruby
/\A([\w\.%\-\+]+)@((?:[-a-z0-9]+\.)+[a-z]{2,})\z/i

arjunghosh

# A nice way to format the default rails date magic field to human readable format
@foo.created_at.strftime("%b %d %Y")

arjunghosh

# To parse a tweet from twitter to get teh '@' , '#' and the text seperated
parsed_text = tweet.text.gsub(/ ?(@\w+)| ?(#\w+)/) { |a|  ((a.include?('#')) ? tags : replies) << a.strip.gsub(/#|@/,''); '' }

arjunghosh

$ irb
>> 1.class
=> Fixnum
>> 1.respond_to?(:dup)
=> true
>> 1.dup
TypeError: can't dup Fixnum
	from (irb):3:in `dup'
	from (irb):3

arjunghosh

import spacy

# Load a pre-trained NLP model from spaCy
nlp = spacy.load("en_core_web_sm")

# Define a function to handle user input and generate a response
def respond(input):
    # Parse the user input using the NLP model
    doc = nlp(input)

arjunghosh

Job Title: SAP Solution Architect
Location: EY (Ernst & Young) Business Consulting 
Location: Bangalore, India
Experience Required: 10-12 years

Job Description:-
We are seeking a seasoned SAP Solution Architect with a robust understanding of the SAP ecosystem. This individual will be a key player in creating and executing strategic plans related to SAP implementation, maintenance, and enhancement. They will also be responsible for designing, developing, and implementing SAP modules to enhance business functionality and overall performance while maintaining a high degree of customer satisfaction.

Required Skills:
1.	10-12 years of experience in SAP architecture design and development.

arjunghosh

As a Technology Leader and CAIO, I have observed that the evolution of Agentic AI has shifted the focus from "prompt engineering" to "context engineering." The emergence of files like AGENTS.md, CLAUDE.md, and SKILLS.md represents a move toward standardized, repository-level governance for AI agents. The following table provides a structured comparison of these "Context Manifest" files used in modern AI-augmented development environments. Comparative Analysis: AI Context Manifest Files

Sl. No.	File Name	Primary Purpose	Best Suited For	Key Components
1	CLAUDE.md	Environment & Task Governance	Cursor / Claude Code users	Build commands, test patterns, and style guide enforcement.
2	AGENTS.md	Cross-Agent Protocol	Multi-agent swarms (e.g., ProjectCodeX)	High-level architectural intent, "Anti-patterns," and tribal knowledge.
3	SKILLS.md	Tooling & Capability Mapping	MCP (Model Context Protocol)	Definitions of external tools, API schemas, and executio

arjunghosh

The best skills for AI jobs in India range from technical mastery of languages like Python and SQL to essential soft skills like critical thinking and AI ethics. As of 2026, the Indian AI market is rapidly expanding, particularly in Global Capability Centres (GCCs) and sectors like BFSI (Banking, Financial Services, and Insurance) and healthcare, where AI-skilled professionals can see salary premiums of up to 56%. [1, 2, 3, 4] 
## Essential Technical Skills
Technical expertise is the foundation for roles like Machine Learning Engineer, NLP Engineer, and Data Scientist. [5, 6] 

* Programming Languages: Python remains the top choice due to its extensive library ecosystem (NumPy, Pandas, Scikit-learn, PyTorch, and TensorFlow). Other valuable languages include SQL for data handling, R for statistical analysis, and Java or C++ for high-performance enterprise applications.
* Mathematics & Statistics: A strong foundation in linear algebra, calculus, probability, and statistics is critical for building, fine-tuning,