Angad Singh
@09Angadsingh
Love Math and ML | Open to Work | Building MVP's | Working with Agentic AI and RAG | LLM's
Another open-source contribution. This time contributing to Pipecat, a lightweight framework for building conversational voice agents. Got another PR merged a few days back. Details: Updated the error detection for TTS/STT services by updating the logs and emitting…
Did IITM seriously fork postgres and rebranded it as ShaktiDB or whatever its called? What the hell.
Some new features added to the GCP CLI today. - Docker support with multi stage builds and cache. - uv support for fast installation (some libraries are heavy) - RAG support for audits, and other finops docs. - Vector search using chromadb/faiss with semantic…
Day 15: GCP FinOps Interactive CLI Updated the CLI mode to be interactive with some options in the LLM department such as CLI chat, analysis, cost spikes, summary, budget suggestions, prioritized recommendations. Prob. would expand this further afterwards. Hmm, maybe RAG…
Even after the drama going on, this stuff happens...
Amazon stock is up 1% as they successfully take down half the internet.
Tax Cuts
So, if everything depends on AWS, what does AWS depend on?
Zuckerberg really wants people to use his Meta AI on WhatsApp huhh..
🚨 Meta has updated its WhatsApp API policy to prohibit general-purpose AI chatbots. No more ChatGPT and Perplexity on WhatsApp.
If this is true in any way, they are seriously f*cked. Who knows what cracks are there in prod.
Wishing a joyful and healthy Diwali to all celebrating around the world! Thanks to Apeksha Maker for sharing this stunning photo taken on iPhone 17 Pro Max.
So, if everything depends on AWS, what does AWS depend on?
Happy Diwali Everyone 🎆 -May your code compile -Your builds succeed -and your cloud zones stay live (we’re looking at you, US-EAST-1). 😉 Keep building. Keep shining. #Diwali2025 #AWS
finally done with ts. so, veridian supports init, hash-object, write-tree, commit-tree, cat-file. finally ran it in terminal and seeing the hashes pop is so satisfying. basically content-addressable storage + sha1 stuff + zlib compression all from scratch 🧵
Created BubbleLan - a tiny programming language written in Python with its own syntax, REPL and CLI. Runs .bub files and supports variables, lists, arithmetic ops, strings, conditionals and for loops. (repo link below)
Day 7: GCP CLI Tested the forecasting using Prophet on sample billing data. (pred. between mid oct - nov 2025) Obv they feel very iffy, so I was checking github out for this: Prophets default linear model may lead to predictions outside historical range. #FinOps #Python
Hey again Everyone! I am looking to #Connect with people interested in: Frontend & Backend Open Source DevOps & FinOps AI/ML Agentic AI (Multi Agent Frameworks) RAG Generative Al Conversational Voice Agents #letsconnect #buildinpublic
Day 5: GCP FinOps CLI Had been stuck for the past 2 days with other projects so no posts. Created a CLI for audits, PDF reports, forecasting using Prophet library (one of the pains of GCP, doesn't have public API's for forecasting) #BuildInPublic #FinOps #Python #GCP #CLI
Was thinking of working on an extension for transcription, created a small demo👇
Day 2: End-to-End GCP FinOps Dashboard Just added PDF Reports Page that include (but not limited to): ✅ Cost summary & trends ✅ Service-level breakdown ✅ Resource audit ✅ Auto-generated charts ✅ Top 20 optimizations ✅ Savings Analysis #FinOps #Python #CloudEngineering
Hi Everyone 👋 Looking to connect with people who are into 👇 -Open Source -Startups -Agentic AI -DevOps & FinOps -ML & DL -Full Stack Let’s collaborate, learn and build together 🤝 #FinOps #OpenSource #buildinpublic #DevOps #AI #StartUps #fullstackdeveloper #Backend
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