Eswar
84 posts


Recently, completed a new project in Microsoft Fabric for my client.
I’ve been working on this for the past three months, taking it from proof of concept (PoC) to full production deployment. This project included my first integration of Meta (Facebook Ads) into Microsoft Fabric, along with other major sources like Stripe, Google Ads, and Azure SQL.
What I implemented in this project:
→ Integrated Meta, Stripe, Microsoft Advertising, Google Ads, and Freshdesk into the Raw Lakehouse using Notebooks
→ Connected Google Analytics through Dataflow into the Raw Lakehouse
→ Mirrored Azure SQL Database into Fabric for near real-time data access
→ Applied business-rule transformations and stored clean data in the Transform Lakehouse
→ Built semantic models inside the Curated Lakehouse and connected them to Power BI for reporting
→ Orchestrated the full workflow using Pipelines with daily scheduled refreshes
→ Created a dedicated Logging Lakehouse to monitor and track daily API loads
→ Set up CI/CD pipelines and integrated notebooks with GitHub for version control
→ Designed the architecture to support both historical and incremental loads
One of the biggest challenges was handling authentication for Meta and Microsoft Advertising APIs, not the smoothest experience, but definitely a valuable learning moment. Those small friction points are often where the real understanding happens.
Looking back, what started as a PoC turned into a robust, production-ready data platform and seeing everything run end-to-end reliably is honestly the most satisfying part.
Always grateful for projects that push you technically and teach you something new along the way. 🤞
#DataEngineering #MicrosoftFabric #Azure #DataPipeline

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Eswar รีทวีตแล้ว
Eswar รีทวีตแล้ว
Eswar รีทวีตแล้ว

📢 Open-sourcing the Sarvam 30B and 105B models! Trained from scratch with all data, model research and inference optimisation done in-house, these models punch above their weight in most global benchmarks plus excel in Indian languages.
Get the weights at Hugging Face and AIKosh. Thanks to the good folks at SGLang for day 0 support, vLLM support coming soon. Links, benchmark scores, examples, and more in our blog - sarvam.ai/blogs/sarvam-3…
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@the2ndfloorguy Cool project. But a camera on top of the water purifier? Don't you think it gives an easy signal that you're being watched?
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my cook was stealing fruits from my fridge so i deployed my ai roommate in the kitchen and it caught her red handed 👩🍳
it monitors the kitchen when she's cooking and pings me the moment she takes anything. sends me weekly report. i also trained it to check if she washes her hands before cooking and cleans the slabs once done.
I caught her twice this week. just fired her
next i'll add gas detection and idle time tracking. a lot more to build. tbh it's not a great version, it's early and rough but yet but it's already catching things i never would have noticed.
fn, using claude haiku 4.5 as the vision model. moving it to a local model on my raspi soon so it runs fully offline. btw i run face detection locally and blur it before hitting llm


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@DealsDhamaka IT contributes significantly to our GDP. I don't think any sane govt will let it slide. For all the brickbats the Indian IT service players are getting, they're quite good at the domain knowledge. That's quite difficult to replicate by AI in the near term.
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@shobhitic I can understand their reservation. But I think they didnt fully understand though you mentioned it is hosted on your servers. Happens with some clients and options should've been given.
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He’s pulling $20K/month selling AI… from India.
No agency.
No fancy network.
No U.S. office.
Just a repeatable system that closes deals anywhere in the world; even if you’re starting from scratch.
In this breakdown, you’ll see exactly how he does it:
- how he picks niches
- builds trust fast
- runs demos that convert
- lands clients who happily pay $3k–$10k retainers
If you want the full interview & the step-by-step strategy he used…
Comment “200” + Like + Repost and I’ll send it over to you.
(must follow for DM)

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90% of skin aging is from day-to-day sun exposure… not sunburn.
Visible skin aging is UV-driven, and damage is cumulative. High UV exposure damages collagen, elastin, and DNA.
This causes:
+ wrinkles
+ hyperpigmentation
+ and may cause cancer
Your skin is 15% of your body weight and your largest immune organ. Protect your skin, even on overcast days.
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Eswar รีทวีตแล้ว

Been a while since I had the time or the inclination to sit down and write. Here's a new start to offloading the heavy noises in my head onto paper.
The Tech Talent Paradox:
What we don’t talk about when we talk about burnout in the Age of Digital Progress
medium.com/p/the-tech-tal…

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Eswar รีทวีตแล้ว

The purpose of terrorism is not war but to cripple a society with fear. The aim is to spread panic, divide the society, derail the economic growth of the country and create lawlessness at every level. If we want to preserve and nurture the sovereignty of this nation, these elements should be dealt with an iron hand and a steely long-term resolve. There are larger, long-term solutions– more equal distribution of education, economic opportunities, wealth and welfare on all levels. For now, it is of utmost importance to stand together as a nation beyond all narrow divides of religion, caste, creed or political affiliations and to support our security forces at all levels to perform their duties. Our deepest condolences & blessings to all bereaved & injured. -Sg #Pahalgam timesofindia.indiatimes.com/india/gunshots…

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Eswar รีทวีตแล้ว

Vanakkam!
I am @chessvaishali and I am thrilled to be taking over our PM Thiru @narendramodi Ji’s social media properties and that too on #WomensDay. As many of you would know, I play chess and I feel very proud to be representing our beloved country in many tournaments.


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Eswar รีทวีตแล้ว

We strongly reject and condemn yet another concerted attempt to defame Sadhguru and Isha Foundation through false claims. This time, fabricated emails are being used in a desperate bid to mislead the public and malign us.
Pushing such falsehoods is not only deplorable but also reflects the depths to which certain vested interests will stoop to further their agendas.
Necessary action is being taken and those responsible for this misinformation will face the full force of law.
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Eswar รีทวีตแล้ว

Slightly old data. On extensive search, this is the most authentic I could get.
These 10 are not only fastest growing cities in India but also in the entire world.
The growth rate differential between the ten is very minimal. The top city grows at 9.17% and the tenth one grows at 8.16%
3 cities are from Tamil Nadu
2 cities are from Gujarat
1 city is from Maharashtra
1 city is from Karnataka
1 city is from Telangana
1 city is from Andhra Pradesh
1 city is from Uttar Pradesh

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