Byte of AI | ML, DL, GenAI, LLMs
30 posts

Byte of AI | ML, DL, GenAI, LLMs
@byteof_ai
Sharing projects & insights on ML, DL, GenAI & LLMs. Final-year CSE | Building AI one byte at a time 🚀
انضم Temmuz 2025
9 يتبع3 المتابعون

📢 “Is this biryani healthy?”
Let Gemini AI answer 🍛💬
Built a Calorie Tracker using food image recognition + macro detection
Snap. Analyze. Track.
#GenAI #GeminiFlash #AIforGood
LINK=github.com/Aakash326/ML-m…

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Just launched an AI Calorie Tracker using Gemini Flash Vision!
Input: Picture of food
Output:
✔️ Name
✔️ Description
✔️ Calories
✔️ Health score
No more manual tracking 🙅♂️
#AI #Gemini #CalorieCounter
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Built a Gemini-powered AI that says:
“That’s Chicken Biryani 🍛— 420 kcal, not healthy!”
📸→🤖→📊
Food detection + nutrition tracking using only image input!
#GeminiVision #PythonAI #AIBuilder
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👀 Upload a food pic
🤖 Gemini Vision tells you:
🍽️ What’s on the plate
🔥 Calories & macros
⚠️ Health score
Built this AI-powered calorie tracker in Python using #GeminiFlash 💪
#BuildInPublic #AI
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🍛 Built a Calorie Tracker that analyzes food from images using Gemini 2.0 Vision 🤯
Just snap your plate → get name, taste, calories, macros!
Biryani? AI says: 420 kcal, not healthy 😅
#GeminiAI #AIProject #XAI
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Been playing with LLaMA 3.1B — open-source and incredibly capable.
Props to Meta for keeping the open frontier alive.
The power of language models is finally in our hands.
#LLaMA3 #opensource #LLM #AIDev
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LLaMA 3.1B is out and it’s 🔥
Small enough to run on local GPUs, smart enough to build real-world apps.
Open-source LLMs are changing the game—and Meta just pushed the boundaries again.
#LLaMA3 #LLM #OpenSource
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🛠️ Tweet 2: Developer Perspective
LLaMA 3.1B is out and it’s 🔥
Small enough to run on local GPUs, smart enough to build real-world apps.
Open-source LLMs are changing the game—and Meta just pushed the boundaries again.
#LLaMA3 #LLM #OpenSource
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🚀 Huge shoutout to Meta for releasing LLaMA 3.1B open-source!
Compact, powerful, and truly democratizing AI development for everyone.
This is how you move the community forward.
#LLaMA3 #OpenSourceAI #LLM #AICommunity
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Dove into how LLMs process and chunk text in RAG pipelines.
Learned how different splitting strategies impact chunk size, overlap, and retrieval accuracy — all critical for better context and smarter responses. 🧠
#RAG #LangChain #LLM #AI #TextSplitter
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After building a local AI agent with Python & ChromaDB
I'm now building a RAG-powered chatbot using:
💬 TypeScript
🔗 Langchain
⚡ Next.js
Goal: Real-time answers from custom data, on web
Scaling the same concept ,different stack.
#buildinpublic #RAG #Langchain #Nextjs #AI
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Just launched my Fiverr gig where I build custom GPT-4 AI agents using LangChain + Python.
✅ Lead gen
✅ Job apps
✅ Real estate scrapers
✅ eCom review bots
Automate boring work with AI.
🔗 Check it out: fiverr.com/s/kLW3xEA
#AI #GPT4 #LangChain #Fiverr
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🧠 Learned Topological Sort today – the graph algo used in:
🔹 Course scheduling
🔹 Task dependency resolution
🔹 Build system orderings (like Makefiles)
Loved the clarity in @takeUforward’s Striver Sheet + video.
#DSA #GraphAlgorithms #TopologicalSort #StriverSheet #100Days
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Massive thanks to @takeUforward 🙌
His Topological Sort video made the concept super intuitive — especially visualizing in DAGs
Next: Building real-world dependency resolver with this knowledge 👨💻
#DSA #GraphAlgorithms #StriverSheet #TopologicalSort
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Before watching Ed Doner’s LangChain module:
🤯 So many concepts, couldn’t connect the dots
After watching:
✅ Built my own agent
✅ Understood memory + toolchains
✅ Ready to go full-stack LLM
Massive respect 🙌
#LLMEngineering #LangChain #AIlearning
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Huge shoutout to Ed Doner for delivering some of the best hands-on LLM content I’ve seen.
His sections on LangChain, RAG, memory, agents, and tools in the LLM Engineering course?
🔥 Pure gold.
Learned more in 3 hours than weeks of docs.
#LangChain #LLM #RAG #GenAI #AgenticAI
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💻 Try It + Source Code:
🔗 GitHub: github.com/Aakash326/ML-m…
You can fine-tune it, deploy on Streamlit, or turn it into a mobile app.
Like this project?
👉 Follow @byteofai for more real-world AI builds 🚀
#DeepLearning #MachineLearning #TensorFlow #AIProjects #BuildInPublic

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