Er.Kishor Kere

👀 QA Engineer Passion with Java ecosystem, Testing, JIRA, Selenium, REST API, and of course, Security ..
I’m looking to collaborate on Automation testing...

[yash.jsx @yashmp2004]

Companies where engineers quietly make 50+ LPA in India 👀

Jane Street → ₹1–4 Cr+
Graviton → ₹80L–2.5 Cr+
Quadeye → ₹80L–2.5 Cr+
Tower Research → ₹80L–3 Cr+
NK Securities → ₹70L–2 Cr+
Rubrik → ₹50L–1.5 Cr+
Rippling → ₹50L–1.5 Cr+
Google → ₹50L–2 Cr+
Microsoft → ₹40L–1.5 Cr+
NVIDIA → ₹50L–2 Cr+
LinkedIn → ₹50L–1.5 Cr+
Salesforce → ₹40L–1.2 Cr+
Adobe → ₹40L–1.2 Cr+
Atlassian → ₹50L–1.5 Cr+
Uber → ₹50L–1.5 Cr+

Everyone talks about FAANG.

Meanwhile, some of the highest-paying engineering jobs are sitting in plain sight.

You can accept an offer from only ONE company on this list.

Which one are you picking?

[Suraj Sharma @suraj_sharma14]

If I had 6 months to become an AI/ML Engineer.

I'd do this.

Stage 1 : Python + Data Engineering
pandas, numpy, SQL, Parquet/Arrow, API ingestion, data validation, pipeline orchestration.

Stage 2 : ML Fundamentals + Statistics
Linear algebra, probability, bias/variance, supervised/unsupervised learning, evaluation metrics.

Stage 3 : Deep Learning + Frameworks
PyTorch, training loops, backprop, CNNs/Transformers, optimizers, learning rate schedulers.

Stage 4 : Feature Stores + Pipelines
Feature engineering, preprocessing, data versioning, DVC, Airflow/Prefect, dbt integration.

Stage 5 : Experiment Tracking + Tuning
MLflow/Weights & Biases, hyperparameter optimization, cross-validation, reproducibility, model registry.

Stage 6 : Model Deployment + Serving
FastAPI, Docker, model registries, batch vs real-time inference, REST/gRPC endpoints, scaling.

Stage 7 : LLM Integration + GenAI
RAG pipelines, fine-tuning (LoRA/QLoRA), prompt engineering, embedding models, vector databases.

Stage 8 : MLOps + CI/CD
GitHub Actions, automated testing, model validation gates, continuous training, deployment strategies.

Stage 9 : Monitoring + Drift Detection
Data/concept drift, performance metrics, structured logging, alerting, automated retraining triggers.

Stage 10 : Infrastructure + Cloud Scale
AWS/GCP ML stacks, distributed training, GPU orchestration, Kubernetes, autoscaling, cost tracking.

Stage 11 : Open Source + Portfolio
Ship end-to-end ML systems publicly, write architecture docs, record demos, publish benchmarks.

Stage 12 : Apply
AI/ML Engineer, MLOps Engineer, AI Infrastructure Engineer, Data Science Engineering roles.

Most people stay stuck watching tutorials.

Builders get hired.

[जीवन यात्रा @jeevanyatraa]

स्वास्थ्य सुधारने के विज्ञान-आधारित तरीके

- सुबह उठते ही एक गिलास पानी पिएं।
- भोजन में प्रोटीन अच्छा लें।
- डायफ्रॉम से साँस लेने लेने की आदत डाले।
- खाने के बाद कम से कम 10 मिनट व���क करें।
- स्ट्रेस कम = प्रकृति में समय बिताएं।
- घर और आसपास की जगह साफ रखें।
- रोज़ एक ही समय पर सोने और उठने की कोशिश करें।
- सुबह कुछ देर धूप लें, इससे बॉडी क्लॉक बेहतर रहती है।
- हर 45-60 मिनट बाद थोड़ा चलें या स्ट्रेच करें।
- फोन देखते हुए खाना खाने से बचें।
- रोज़ पर्याप्त पानी पिएं।
- रात को सोने से 1 घंटा पहले स्क्रीन टाइम कम करें।
- जल्दी-जल्दी खाने के बजाय धीरे-धीरे चबाकर खाएं।
- दिन में थोड़ी दे�� गहरी सांस लेने की आदत बनाएं।
- चीनी वाले ड्रिंक्स की जगह पानी या नारियल पानी चुनें।
- हर दिन शरीर को थोड़ा चलाएं वॉक, योग या एक्सरसाइज।
- दिन की शुरुआत सोशल मीडिया से नहीं, अपने काम से करें।
- हर दिन 7-9 घंटे की नींद लेने की कोशिश करें।
- कुछ समय दोस्तों और परिवार के साथ बिताएं मानसिक स्वास्थ्य भी उतना ही जरूरी है।
- कृतज्ञता की आदत डालें, रोज़ 3 अच्छी चीजें याद करें।
- लगातार परफेक्ट बनने की कोशिश छोड़े।

[Abdulkadir | Cybersec @cyber__razz]

Every HTTP Method Explained GET POST PUT DELETE and More

[जीवन यात्रा @jeevanyatraa]

- अमीर बनो, लेकिन पैसे का दिखावा मत करो।
- फिट रहो, लेकिन हर समय वर्कआउट की बातें मत करो।
- दयालु बनो, लेकिन उसका श्रेय मत मांगो।
- अनुशासित रहो, लेकिन उपदेश देने वाले मत बनो।
- आत्मविश्वासी बनो, लेकिन अहंकारी नहीं।
- उदार बनो, लेकिन तारीफ़ की उम्मीद मत रखो।
- धैर्यवान बनो, लेकिन निष्क्रिय नहीं।
- विनम्र बनो, लेकिन खुद को कमतर मत समझो।
- बुद्धिमान बनो, लेकिन दूसरों को छोटा मत दिखाओ।
- केंद्रित रहो, लेकिन जुनून को अंधापन मत बनने दो।
- शांत रहो, लेकिन संतुष्टि को ठहराव मत बनने दो।
- तेज दिमाग रखो, लेकिन अपनी किताबों का बखान मत करो।
- महत्वाकांक्षी बनो, लेकिन अपने लक्ष्यों का शोर मत मचाओ।

[Vatsala Singh @_vatsalasingh]

ये Trick छोटे बच्चों को School Topper बना देता है...

[Harsh Goenka @hvgoenka]

Train your mind to focus on solutions, not problems, and watch how confidence, clarity, and momentum slowly replace fear and doubt.

[Prajwal @0xPrajwal_]

Just AI era things.

AGENTS.md
DESIGN.md
CLAUDE.md
SKILL.md
REQUIREMENTS.md
PROPOSAL.md
PLAN.md
.
.
GOD-HELP-ME.md

[Tansu Yegen @TansuYegen]

So true☹️

📹 vetoshkin.evgeniy

[AilaunchX @Ai_Tech_tool]

Stop telling Claude “do this.”
Stop telling Claude “write code.”
Stop telling Claude “fix this error.”

You’re using an advanced AI like a junior intern.

Here are 9 Claude prompts that make it build, debug, refactor, and optimize like a senior engineer (Save this).

[𝐓𝐡𝐞 𝐏𝐫𝐞𝐬𝐞𝐫𝐯𝐞𝐫 @ThePreserverofU]

HOW TO BECOME IRREPLACEABLE AT WORK

1) Solve problems before they're assigned.
2) Document everything: Proof of impact.
3) Volunteer for tough projects.
4) Build relationships across departments.
5) Learn the business, not just your role.
6) Anticipate needs: Be one step ahead.
7) Communicate wins humbly.
8) Mentor juniors: Leadership shows.
9) Stay adaptable: Master new tools fast.
10) Deliver early: Underpromise, overdeliver.

[Rahul 🥷 @themishra4402]

𝗨𝗻𝗱𝗲𝗿𝗿𝗮𝘁𝗲𝗱 𝗰𝗼𝗺𝗽𝗮𝗻𝗶𝗲𝘀 𝗽𝗮𝘆𝗶𝗻𝗴 30+ LPA 𝗶𝗻 𝗜𝗻𝗱𝗶𝗮 💰

Atlassian → 40–70 LPA
Postman → 35–60 LPA
BrowserStack → 30–50 LPA
Chargebee → 30–45 LPA
Hasura → 35–60 LPA

Razorpay → 30–45 LPA
Juspay → 30–50 LPA
Groww → 30–45 LPA
CRED → 30–50 LPA

Snowflake → 50–90 LPA
Databricks → 45–80 LPA
Confluent → 40–70 LPA

Twilio → 30–50 LPA
Okta → 25–45 LPA
Elastic → 30–50 LPA
Palantir → 35–60 LPA
CrowdStrike → 30–55 LPA
Figma → 30–50 LPA

Redis → 25–45 LPA
MongoDB → 25–45 LPA
HashiCorp → 25–45 LPA

Brex → 30–55 LPA
Plaid → 30–55 LPA
Stripe → 35–60 LPA
Coinbase → 30–55 LPA

Airbnb (India roles) → 30–50 LPA
Workday → 20–35 LPA
ServiceNow → 20–35 LPA
Skyscanner → 20–35 LPA

Tower Research → 80 LPA – 2 Cr
DE Shaw → 50 LPA – 1 Cr
Goldman Sachs → 30–45 LPA

Bookmark this before it disappears 🔖

Which underrated company would you join instantly?

[Resko★ @Bloke_Baz]

The longer I work in corporate, the more I realize People get rewarded for being Visible, not Valuable

[Akhilesh Mishra @livingdevops]

Most engineers learn 4-5 Git commands (add, commit, push, pull, status) and think they know git.
Well, it's enough to ship code and also enough to get into trouble 😉

At least learn the ones below to stay safe

--> git log --oneline --graph --all
Shows the entire branch history as a tree. Whole repo, one screen.

--> git reflog
Remembers every action for 90 days. Deleted a branch? Reset to the wrong commit? Force-pushed over your work? Reflog brings it back.

--> git stash
Parks uncommitted work without a commit. Switch branches, come back, pop it. No fake "WIP" commits in your history.

--> git bisect
Turns debugging into binary search. Tell it a working commit and a broken one. Find the bad commit across hundreds of changes in five steps.

--> git blame
Finds the commit, the PR, and the context behind a decision someone made eighteen months ago.

--> git cherry-pick
Pulls a single commit from one branch into another. Hotfix on main you need on staging? One command, no baggage.

--> git diff --staged
Shows exactly what's about to be committed. Catches debug prints and hardcoded keys before they ship.

--> git restore --staged
Unstages a file without losing your changes. The fix for "I added the wrong file."

--> git switch
Modern replacement for git checkout when moving between branches. Cleaner and harder to misuse.

--> git clean -fd
Deletes untracked files and directories. The nuclear option for a messy working tree.

--> git commit --amend
Rewrites your last commit. Forgot a file? Bad message? Fix it before anyone sees.

Save it. Share it. and Like this post as a thank you😀😀

[Nandkishor @devops_nk]

PUNE:

BOSS SALARY: ₹3.2 Lac per month

EMPLOYEE SALARY: ₹32,000 per month

Boss sends 3-word emails:

"Fix this ASAP"

Employee writes 3-page reports, stays online till 11 PM, joins calls on weekends, and still gets told:

"You need to take more ownership."

BONUS: Boss gets a 5L bonus + 25% hike

Employee: ₹1,500 Swiggy coupon and a mug that says "You're a Rockstar"

WELCOME TO MODERN CORPORATE KARMA

[AI Panda @AIPandaX]

Stop saying "I think" when presenting your technical work.

Here are 18 professional alternatives you can steal:

[Chidanand Tripathi @thetripathi58]

Stop saying "I don't have the bandwidth" when you are overwhelmed with work.

Here are 18 professional alternatives you can steal:

[Engineering Knowledge @DP0STS]

Useful knots you should know

[Shubhvani @shubhvanii]

NEVERRRRRRRR stay in a job for more than 2 years.

[AI Nerd @AINerdzz]

What a Website 🤯🤯