Shumbul Arifa

For those of you, who are confused on what role to go for in tech, this is a resource for you to give basic clarity on the TRENDING TECH ROLES. 🔗: https://shumbul.github.io/Resources/trending-tech-roles.html Go through it, pick whichever interest you. Learn more about it using the Ask AI option and explore moreI about the roles. Hope this is useful. All the best. 🙌

Microsoft is hiring Technology Consultancy INTERNS Link - https://apply.careers.microsoft.com/careers/job/1970393556955253 Apply ASAP / share to help others who are eligible. ~Shumbul

Learning AI isn't an option anymore! It's quickly becoming a fundamental engineering skill. Here is the 3-level AI roadmap to follow 👇 𝗟𝗘𝗩𝗘𝗟 𝟭: 𝗚𝗘𝗡𝗔𝗜 & 𝗥𝗔𝗚 𝗙𝗢𝗨𝗡𝗗𝗔𝗧𝗜𝗢𝗡 Before building an agent, you need to understand the engine. 🔹 𝗟𝗟𝗠 𝗖𝗼𝗿𝗲: Master prompting and output controls (temperature, top-p). 🔹 𝗗𝗮𝘁𝗮 𝗣𝗿𝗲𝗽: Learn to clean, format, and chunk data effectively. 🔹 𝗩𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀: Use Pinecone or Chroma for fast embedding retrieval. 🔹 𝗥𝗔𝗚: Combine your LLM with search to stop hallucinations. 𝗟𝗘𝗩𝗘𝗟 𝟮: 𝗔𝗜 𝗔𝗚𝗘𝗡𝗧 𝗘𝗦𝗦𝗘𝗡𝗧𝗜𝗔𝗟𝗦 This is where you move from static prompts to autonomous reasoning. 🔹 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀: Get hands-on with LangChain, CrewAI, or AutoGen. 🔹 𝗪𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀: Teach agents how to plan, retry, and think in logical steps. 🔹 𝗠𝗲𝗺𝗼𝗿𝘆: Give your agent context so it remembers past actions. 🔹 𝗚𝘂𝗮𝗿𝗱𝗿𝗮𝗶𝗹𝘀: Add strict filters to keep outputs safe and factual. 𝗟𝗘𝗩𝗘𝗟 𝟯: 𝗣𝗥𝗢𝗗𝗨𝗖𝗧𝗜𝗢𝗡 & 𝗔𝗗𝗩𝗔𝗡𝗖𝗘𝗗 𝗦𝗞𝗜𝗟𝗟𝗦 This is what separates tutorial-watchers from real engineers. 🔹 𝗥𝗲𝗮𝗹-𝗪𝗼𝗿𝗹𝗱 𝗧𝗼𝗼𝗹𝘀: Connect your agents directly to Slack, Notion, or Gmail. 🔹 𝗖𝘂𝘀𝘁𝗼𝗺 𝗧𝗼𝗼𝗹𝗸𝗶𝘁𝘀: Write your own Python scripts and APIs for the agent to execute. 🔹 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻: Cut token costs, improve execution speed, and handle errors. 🔹 𝗗𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁: Push your system live for real users. 𝗪𝗛𝗘𝗥𝗘 𝗧𝗢 𝗟𝗘𝗔𝗥𝗡 𝗔𝗟𝗟 𝗢𝗙 𝗧𝗛𝗜𝗦 𝗙𝗢𝗥 𝗙𝗥𝗘𝗘: You don't need to pay for expensive bootcamps. Here is where you should start: 🔹 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗟𝗲𝗮𝗿𝗻: The "Generative AI for Beginners" repository is fantastic. 🔹 𝗗𝗲𝗲𝗽𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴.𝗔𝗜: They have incredible, short free courses on prompt engineering, RAG, and agentic workflows. 🔹 𝗛𝘂𝗴𝗴𝗶𝗻𝗴 𝗙𝗮𝗰𝗲: Their open-source NLP course is an absolute goldmine for understanding how these models work under the hood. 🔹 𝗙𝗿𝗲𝗲𝗖𝗼𝗱𝗲𝗖𝗮𝗺𝗽: Jump on their YouTube channel for massive, project-based LLM builds. Don't try to learn everything at once. Pick one level. Master it. Then move up.

Great meeting you all after a long time! I’ll share some resources based on our discussion. Feel free to ask any queries on chat. ATB we’ll meet again soon! ❤️

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Telegram meet at 6?? ⚡️

Google's Apprenticeship Program for 2027: Roles applicable: Software Engineering Data Analytics Project Management Digital Marketing 🔗: https://www.google.com/about/careers/applications/jobs/results/?hl=en_US&jlo=en_US&q=%22Apprenticeships%22&location=India Apply and share! ✨

To those of you who struggle with Recursion or are preparing for job interviews - tomorrow at 9PM, Google SDE Aakarsh Jain is keeping a free session on Recursion. Highly recommended, do attend and ask any queries. Register right away - Recursion Master Class 🔗

Dropped a quick post about the AI hiring boom. Just using basic AI tools isn't enough anymore! → Full post here: https://www.linkedin.com/posts/shumbul_aiengineering-artificialintelligence-softwareengineering-share-7463560463444840448-FoC3 Here's what you are expected to do now: → Stop just wrapping basic APIs → Learn to build actual production systems (like RAG and AI agents) Get started as a beginner by exploring Masters' Union. Their Applied AI program for stydents is completely build-first and hands-on. → Program details: https://tinyurl.com/8ud4sp2u

Meanwhile, do check out my latest LinkedIn post: 🔗 https://www.linkedin.com/posts/shumbul_resume-resumemistakes-resumetips-activity-7462721720068587521-gPyc Also, if you need 1:1 help with your resume or strategy for jobs, you can book a call with Ajay Yadava (ex-Google SDE). He has 15+ years of experience, is super senior, and really helpful!! ⚡️ Calendly link to book a call with him: https://calendly.com/d/cx4s-3pr-ysq

Shumbul Arifa pinned «Select a topic and I'll drop the guide this week:»

Don't mind the late-night messages! 🤠

Hi Telegram fam, hope you're all doing well!❤️ Been inactive here for a while due to personal reasons, but I'm back from today and ready to start dropping consistent value again. ⚡️ Honestly, during this time away, I got to learn a lot of new things and work across different tech areas. I absolutely can't wait to share all of these learnings and knowledge with you guys!

Here's a challenge: Apply to all in one go and comment how much time it took for you!! It should take max 1 hr. Let's go!!! 🚀

Google, Meta, Amazon, etc are hiring freshers!! Apply to these 10+ companies from the list that I curated today. All the best! ❤️ https://docs.google.com/document/d/1lc5CsKofEH_6bmAvPXiCvil6gFmTlWJf6WQMGlL4_zw/edit?usp=sharing

My org is hiring Software Engineers for Hyd and Blore locations, apply for the opening ASAP! More details and links: https://www.linkedin.com/posts/shumbul_hiring-copilot-ai-activity-7376897652984262656--PFR