🚀 WHATSAPP BOT (Part 2)

Bulk messages bhejenge!

import pywhatkit as kit
import time

contacts = [
    "+919876543210",
    "+919876543211"
]

message = "Sale Alert! 50% OFF"

for contact in contacts:
    kit.sendwhatmsg_instantly(
        contact, message
    )
    time.sleep(10)

💡 Use case:
• Business updates
• Birthday wishes
• Reminders

Questions? Ask! 💬

Tap ❤️ , if you're creating.

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🎯 LINKEDIN TIPS FOR DEVELOPERS

Profile optimize karo:

1️⃣ Headline:
"Python Developer | Automation Expert"
NOT "Student" or "Fresher"

2️⃣ Summary:
• What you do
• Skills (Python, pandas, etc)
• Projects (2-3 lines)

3️⃣ Featured:
• GitHub repos
• Projects
• Certificates

4️⃣ Post regularly:
• Python tips
• Mini tutorials

Clients LinkedIn se milte hain! 💼 for freelancing, for contractual jobs, for part time jobs

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🐍 PYTHON TRICK #4

❌ Beginner way:
fruits = ['apple', 'banana']
for i in range(len(fruits)):
print(i, fruits[i])

✅ Pro way:
for i, fruit in enumerate(fruits):
print(i, fruit)

💡 Cleaner + Pythonic!

Bonus with start:
for i, fruit in enumerate(fruits, start=1):
print(f"{i}. {fruit}")

Output:
1. apple
2. banana

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🎯 MINI CHALLENGE #3

Task: Filter Excel data

Given: sales.xlsx with columns:
• Name
• Department
• Salary

Filter:
1. Department = 'IT'
2. Salary > 50000
3. Save to new file

Use pandas!

⏰ 20 minutes

Solution tomorrow 👀

Hint: Use df[condition]

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✅ CHALLENGE SOLUTION

import pandas as pd

df = pd.read_excel('sales.xlsx')

filtered = df[
    (df['Department'] == 'IT') &
    (df['Salary'] > 50000)
]

filtered.to_excel(
    'filtered_sales.xlsx',
    index=False
)

print(f"Found {len(filtered)} records")

💡 Tips:
• Use & for AND
• Use | for OR
• Use () around conditions

Kisne solve kiya? 🙋

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🎁 RESOURCE DROP!

Ultimate Python Cheatsheet:

📌 Data Types
📌 Loops & Conditions
📌 Functions
📌 File Handling
📌 Error Handling
📌 OOP Basics
📌 Common Libraries
📌 Best Practices

All in 1 PDF! 📄

Download link: [https://www.dataquest.io/wp-content/uploads/2024/09/Python-Cheat-Sheet.pdf]

💾 Save kar lo!

Print karke desk pe rakho! 🖨

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📘 Big Data Analytics
━━━━━━━━━━━━━━━━━━

Theory, Techniques & Platforms

👨‍🏫 Authors:
• Ümit Demirbaga
• Gagangeet Singh Aujla
• Anish Jindal
• Oğuzhan Kalyon

━━━━━━━━━━━━━━━━━━
📌 What you’ll learn:
━━━━━━━━━━━━━━━━━━

✅ Big Data fundamentals
✅ Analytics concepts & theory
✅ Modern techniques & methodologies
✅ Big Data platforms & ecosystems
✅ Real-world analytical approaches

━━━━━━━━━━━━━━━━━━
🎯 Who should read this?
━━━━━━━━━━━━━━━━━━

• Data Analytics learners
• Big Data beginners
• Engineering / CS students
• Anyone exploring data-driven systems

━━━━━━━━━━━━━━━━━━
📥 Book shared below
━━━━━━━━━━━━━━━━━━

Happy learning 🚀
Stay consistent. Stay curious. 💡

I rarely say this, but this is the best repository for mastering Python.

The course is led by David Beazley, the author of Python Cookbook (3rd edition, O'Reilly) and Python Distilled (Addison-Wesley).

In this PythonMastery.pdf, all the information is structured
👾 Link: https://github.com/dabeaz-course/python-mastery/blob/main/PythonMastery.pdf

In the Exercises folder, all the exercises are located
👾 Link: https://github.com/dabeaz-course/python-mastery/tree/main/Exercises

In the Solutions folder — the solutions
👾 Link: https://github.com/dabeaz-course/python-mastery/tree/main/Solutions

Happy Learning!! 🚀

Most developers are stuck in copy-paste mode

That’s why they never improve

So I simplified a viral project
into something you can actually understand

Inside:
– Clean 60-line code
– Step-by-step explanation
– Deep dive into how it really works

Don’t just run it
Understand it

Code Explanation: https://www.youtube.com/watch?v=O1kff3z4XhU
Code reference: https://github.com/Akansha-yadav24/hand-draw-opencv/blob/main/README.md


Then understand deeply: https://shorturl.at/cY8Rt


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Opportunity alert for my community Machine Learning Engineer at Grid Dynamics Bengaluru, Karnataka, IN
I've been curating the best opportunities for you all, and this one is worth checking out. If you've been looking to level up, this could be it.

Apply here: https://artha.link/@codingdidi/jobs/machine-learning-engineer-grid-dynamics-bengaluru-8a40a954

Job title: Machine learning engineer (Gen AI)

Location: Bangalore

experience: 4 To 7Years

Key responsibilities

- Advise clients on GenAI use cases, strategies, and provide feedback for product roadmap
- Evaluate and recommend suitable GenAI models and solutions for client’s problem statement
- Design and prototype GenAI features and applications, focusing on user needs and value
- Keep up with the latest advancements in AI technologies, including Gen AI and the latest features of popular tools (RAG)
- Collaborate with engineering and design teams to ensure successful product integration
- Collect, clean, and preprocess data using appropriate tools and libraries, ensuring compatibility with AI algorithms and frameworks
- Train, test, and evaluate AI models employing appropriate evaluation metrics
- Optimize and fine-tune models for performance, scalability and efficiency
- Implement and deploy AI solutions in production environments under different frameworks
- Ability to build applications and use appropriate prompting on generative AI models
- Strong experience in Natural Language Processing, Large Language Models, and RAG approaches
- Assess the ethical implications and risks associated with GenAI product deployments
- Support pre-sales activities by providing GenAI expertise and contributing to product roadmaps

Skills and attributes for success - To qualify for the role you must have

- Bachelor's /Master's degree in computer science, data science, engineering, or a related field.
- Strong hands-on background in AI, machine learning, deep learning, and statistical modeling
- Proficiency in programming languages such as Python, Java
- Strong understanding of existing GenAI services
- Strong understanding of data structures, algorithms and AI project lifecycle

Apply Link: https://artha.link/@codingdidi/jobs/machine-learning-engineer-edgeverve-bangalore-ddc7f30c

We’re Hiring: DevOps Engineer (Lead / Intermediate) | Toronto (Hybrid)
Looking for your next DevOps opportunity? We’re hiring a hands-on DevOps Engineer to join a leading banking client in Toronto. If you enjoy building CI/CD pipelines and working on real-world deployments, this could be a great fit.

Location: Toronto (Bay Street) – Hybrid (2 days onsite/week)
Type: Contract (12 months + extensions)
Rate: Market rate (40 hours/week)
Start Date: Immediate

What You’ll Do:
• Build GitHub Actions workflows from scratch
• Develop CI/CD pipelines for Java / Spring Boot applications
• Deploy and manage applications on OpenShift (Kubernetes)
• Collaborate with DevOps and development teams
• Troubleshoot and optimize deployment pipelines.

What We’re Looking For:
• 2–5 years of experience (Intermediate to Lead level)
• Strong hands-on experience with GitHub Actions (must-have)
• Experience with Java / Spring Boot
• Hands-on exposure to OpenShift / Kubernetes
• CI/CD pipeline development experience
• Knowledge of Docker and Linux/Unix
• Cloud exposure (AWS/Azure) is a plus.

Ideal Candidate:
• Hands-on contributor with a problem-solving mindset
• Takes ownership and thrives in a fast-paced environment
• Eager to learn and grow

Interested?
DM me or email your resume to priya@csican.com with details of your experience in GitHub Actions, Spring Boot, and OpenShift.

Role: Customer Data Platform Engineer

Required

- 5+ years of experience in Data Engineering, Martech Engineering, CDP, CRM, or related roles
- Bachelor’s or Master’s degree in Computer Science, Information Technology, or a related field is preferred.

Preferred

- Experience with AWS, Azure and/or Google Cloud
- Familiarity with Python, Spark and/or workflow tools such as Airflow

Why join

- Be part of a new strategic organization within Honda
- Work on high-impact business and customer challenges
- Gain exposure to digital platforms, mobility, and growth strategy
- Strong learning and career development opportunities.


Apply Link: https://artha.link/@codingdidi/jobs/customer-data-platform-engineer-honda-bangalore-015ca9fe

𝐖𝐢𝐩𝐫𝐨
Position: Junior Data Science
Qualifications: Bachelor’s/ Master’s degree
Experience: Freshers/ Experienced
Location: Bengaluru, India

📌Apply Now: https://careers.wipro.com/job/JUNIR-DATA-SCIENCE/151455-en_US

Role: Senior Software Engineer (python + Fastapi + Aws + Generative Ai))
Work Location - Remote (Hybrid for Jaipur and Hyderabad)

Experience - 5-12 years

Skills Required - Python, Fast API, RAG, Gen Ai

Notice Period - Immediate or serving


Apply Link: https://artha.link/@codingdidi/jobs/senior-software-engineer-python-fastapi-programmers-io-uttar-pradesh-4bc7a31d

🚀 Key Skills for Aspiring Tech Specialists

📊 Data Analyst:
- Proficiency in SQL for database querying
- Advanced Excel for data manipulation
- Programming with Python or R for data analysis
- Statistical analysis to understand data trends
- Data visualization tools like Tableau or PowerBI
- Data preprocessing to clean and structure data
- Exploratory data analysis techniques

🧠 Data Scientist:
- Strong knowledge of Python and R for statistical analysis
- Machine learning for predictive modeling
- Deep understanding of mathematics and statistics
- Data wrangling to prepare data for analysis
- Big data platforms like Hadoop or Spark
- Data visualization and communication skills
- Experience with A/B testing frameworks

🏗 Data Engineer:
- Expertise in SQL and NoSQL databases
- Experience with data warehousing solutions
- ETL (Extract, Transform, Load) process knowledge
- Familiarity with big data tools (e.g., Apache Spark)
- Proficient in Python, Java, or Scala
- Knowledge of cloud services like AWS, GCP, or Azure
- Understanding of data pipeline and workflow management tools

🤖 Machine Learning Engineer:
- Proficiency in Python and libraries like scikit-learn, TensorFlow
- Solid understanding of machine learning algorithms
- Experience with neural networks and deep learning frameworks
- Ability to implement models and fine-tune their parameters
- Knowledge of software engineering best practices
- Data modeling and evaluation strategies
- Strong mathematical skills, particularly in linear algebra and calculus

🧠 Deep Learning Engineer:
- Expertise in deep learning frameworks like TensorFlow or PyTorch
- Understanding of Convolutional and Recurrent Neural Networks
- Experience with GPU computing and parallel processing
- Familiarity with computer vision and natural language processing
- Ability to handle large datasets and train complex models
- Research mindset to keep up with the latest developments in deep learning

🤯 AI Engineer:
- Solid foundation in algorithms, logic, and mathematics
- Proficiency in programming languages like Python or C++
- Experience with AI technologies including ML, neural networks, and cognitive computing
- Understanding of AI model deployment and scaling
- Knowledge of AI ethics and responsible AI practices
- Strong problem-solving and analytical skills

🔊 NLP Engineer:
- Background in linguistics and language models
- Proficiency with NLP libraries (e.g., NLTK, spaCy)
- Experience with text preprocessing and tokenization
- Understanding of sentiment analysis, text classification, and named entity recognition
- Familiarity with transformer models like BERT and GPT
- Ability to work with large text datasets and sequential data

🌟 Embrace the world of data and AI, and become the architect of tomorrow's technology!

Job Title: Data Platform Engineer / Developer
Location- India
Job Description: This is a critical, high-impact role at the core of our client delivery capability. We are seeking a

Data Platform Engineer with architecture depth who can design and build production-grade


Apply here: https://artha.link/@codingdidi/jobs/data-platform-engineer-brainwave-india-7bd47394

🚀 Exciting AI Internship Opportunity Alert! 🚀

We are excited to announce an internship opportunity for an AI Engineer Intern in our Search & Discovery team. This role will contribute to the development of next-generation AI-powered search and recommendation systems. The focus will be on applying Generative AI and Large Language Models (LLMs) to enhance product discovery and improve customer experience.

Please reach out to me directly on Linkedin and also send resume to gadhanja@coupang.com

Hiring: C++ & Python Developer (4–6 Years Experience)

We are looking for experienced C++ and Python developers to work on high-performance real-time data systems and scalable backend pipelines. The role involves handling streaming data, low-latency systems, cloud-based infrastructure, and large-scale data processing workflows.

Good to have:
• AWS or cloud platform experience
• Understanding of financial/crypto market data
• Exposure to distributed systems, real-time messaging, data engineering, and high-throughput applications

📍 Location: Mumbai
🏢 Work Mode: WFO – 5 Days a Week

Interested candidates can share their profile at: piyushw833@gmail.com

🚀 We’re Hiring: AI Engineers & AI Interns!
Excited to share that my team is expanding and we are looking for passionate minds to join us in building the next generation of intelligent solutions! We have openings for both AI Engineers (2-3 years of experience) and curious AI Engineer Interns.
If you are obsessed with moving past basic prompt chaining into the world of agentic workflows, stateful multi-agent systems, and production-grade advanced RAG, this is the place for you.
💻 Tech Stack & Tools we work with:
* Core: Python, PyTorch
* Agentic Frameworks: LangGraph, LlamaIndex Workflows, DSPy, CrewAI / AutoGen
* Vector Databases: Qdrant, Pinecone (Serverless), pgvector, LanceDB
* Protocols & Optimization: Model Context Protocol (MCP), Local fine-tuning & inference (MLX, Unsloth, lmstudio, vllm, ollama, etc)
🌱 What we’re looking for:
For AI Engineers (2-3 YOE):
* Proven experience building and deploying scalable, stateful multi-agent architectures (preferably using LangGraph or advanced event-driven workflows).
* Heavy hands-on experience with production-grade RAG pipelines, payload filtering, and hybrid search optimization using Qdrant, Pinecone, or pgvector.
* Deep understanding of algorithmic prompt optimization and compilation tools like DSPy.
* Ability to optimize model latency, manage context windows efficiently, and handle production data pipelines.
For AI Interns:
* Strong programming fundamentals in Python.
* High curiosity for modern Generative AI paradigms (Agentic AI, Vector search, and Tool Use).
* A self-starting, problem-solving mindset with a drive to learn complex frameworks quickly.
✨ What you’ll gain:
* Practical exposure to shipping state-of-the-art agentic AI features to production.
* Direct mentorship and guidance from experienced engineers pushing the boundaries of LLM tech.
* A fast-paced, high-impact environment where your code directly shapes product capabilities.
If this sounds like you (or someone you know), feel free to reach out or drop your resume to
omarkhan99@smcindiaonline.com
or kartikmanimuthu@smcindiaonline.com .
Let’s build something amazing together! 🚀

📢 We’re Hiring: Associate System Engineer (Entry-Level) IBM

Kick-start your career with us! We’re inviting applications from 2024–2025 graduates who are passionate about technology, innovation, and problem-solving to join us as Associate System Engineers across multiple locations in India.

Who can apply?
✅ BE/BTech, ME/MTech, MCA, or https://ibm.co/6041EMBJT. (CS/IT and related specializations such as CSE, AI/ML, Data Science, Cloud Computing, Big Data, IoT, Robotics, Cybersecurity, Blockchain, etc.)
✅ Minimum 6 CGPA / 60% with no active backlogs
✅ Graduating batch of 2024 or 2025 (degree must be completed before joining)

What we’re looking for:
🔹 Programming knowledge in Java, C++, Python, or Node.js
🔹 Understanding of SDLC concepts
🔹 Strong communication & problem-solving skills
🔹 Flexibility to work from anywhere in India

If you’re ready to build impactful solutions, this is your opportunity!
Apply here: https://ibm.co/6042EMBJp