#llmengineering search results
to generative AI to more advanced concepts like LLM evaluations and security. I haven’t written in a while. I will also be sharing my my LLMOps journey alongside whenever I can. I hope someone out there finds my writeup useful . #AI #llm #llmengineering #aiproductmanagement
3. LCS Lab (IIT Delhi) Academic but highly practical series on distributed optimization & LLM training. 👉 lnkd.in/gMcjmv2H #AIResearch #LLMEngineering
Beyond prompting: How technical programming can unlock emotional range in language models. I've been experimenting with context priming, memory weighting, and dynamic temperature adjustment to create more natural AI interactions. #LLMEngineering
Reflecting on my full-stack journey... Before my pivot, I was part of teams building AI-powered web apps by integrating LLM APIs. Saw firsthand how AI offloads massive tasks. This definitely influenced my move into #AIAutomation & #LLMEngineering. The possibilities are endless!…
✅ LangGraph Core Concepts - states - reducers - routing - prompt chaining ✅ Sequential Workflows 🔁 defined nodes, edges, and transitions Excited to dive into branching logic and dynamic workflows next. #LangGraph #GenAI #LLMEngineering #AgenticAI #LearningJourney
Automated invoice processing workflow extracts data, updates your database, and sends emails. Imagine the time you'll save! Check out the details and let's chat about customizing it for your business. #AIAutomation #LLMEngineering #InvoiceProcessing
LLMs don’t need more parameters — they need better memory. Long-context windows, vector memory, and episodic recall convert AI from reactive to continuously learning. Memory is the new model multiplier. #MemoryAI #LLMEngineering #ContextAI
Just deployed a local agent chain using: • Ollama (model host) • LangGraph (multi-step logic) • Supabase (vector store) • DeepEval (custom evals) Result: 40% faster iteration + deterministic flow. #AIInfra #LangGraph #LLMEngineering
LLMs are great at language. They’re still clumsy with logic. That’s where orchestration comes in—structure that thinks in steps, not just tokens. #LLMEngineering #AgenticWorkflows #SaltAI
🔍 What if smaller AI models were smarter? Discover how Juniper, a 2B-parameter LLM, beat GPT-4o in function precision — and what it means for the future of AI at the edge. The game is changing. Are you ready? 🚀 👉 medium.com/@rogt.x1997/ju… #LLMEngineering #EdgeAI #FunctionCalling
Async communication (for eg FastAPI async) is key for developing LLM apps! 🚀 - Handles slow tasks efficiently, preventing delays. - Boosts performance by handling more requests at once. - Saves resources by not keeping everything waiting. #LLMengineering
It gets better: MoR’s KV cache? Smarter than your ex. Keeps only what matters. No quadratic blowups. Just sleek memory curves. #LLMEngineering
px-01_ status: active. Building modular LLM systems with: • Ollama • LangGraph • Supabase • DeepEval The goal isn’t just output. It’s autonomous reasoning, with structure. #AIInfra #LLMEngineering
[BEST] #Udemy LLM Engineering: Master AI, Large Language Models & Agents Course Become an LLM Engineer in 8 weeks: Build and deploy 8 LLM apps, mastering Generative AI, RAG, LoRA and AI Agents. Course Coupon: courseswyn.com/coupon/llm-eng… #AI #LLMEngineering #LargeLanguageModels
企業がLLMに支払うお金で得られるもの #AIrevolution #LLMengineering #MarketTrends #TokenCost prompthub.info/71673/
prompthub.info
企業がLLMに支払うお金で得られるもの - プロンプトハブ
人々の仕事やショッピング習慣、ライフスタイルとは関係なく、企業市場に関連するトレンドが進行中。 LLM(Lar
Real-time feedback loop now live. Every agent output is scored → logged → used to refine next response. Feedback signal is dynamic: scales based on context, task type, and error class. The system improves itself mid-run. #LLMEngineering #DeepEval #AIInfrastructure
🧩 What do you get when AI agents can search, code, and visualize on their own? 💥 Perplexity Labs. With 15M users, $100M ARR, and a protocol that’s replacing REST for AI workflows—this is the stack that beat GPT-4o by 6x. 👇 medium.com/@rogt.x1997/ho… #LLMEngineering #AgenticAI
blog.gopenai.com
How Perplexity Labs Scored 21.1%
The Standard That Powers Autonomous AI Applications 🧠📊
From Full Stack Developer (shoutout to @kirat_tw for the solid foundation 🙌) to now thriving as an LLM/AI App Engineer! 💻✨ Career Update 🚀 Joined as a Remote LLM/AI App Engineer. Let’s fckin’ go! 💻✨ #LLMEngineering #AI #remotework
DON'T JUST CONSUME, CONTRIBUTE! THOSE WHO LEARN AI NOW WILL DEFINE TOMORROW'S WORLD. I'VE BEEN QUIET, BUT NOT IDLE. NOW, I'M BACK TO CONNECT! #ArtificialIntelligence #LLMEngineering #AIRevolution #MachineLearning #DEEsJOURNEY
LLMs don’t need more parameters — they need better memory. Long-context windows, vector memory, and episodic recall convert AI from reactive to continuously learning. Memory is the new model multiplier. #MemoryAI #LLMEngineering #ContextAI
[BEST] #Udemy LLM Engineering: Master AI, Large Language Models & Agents Course Become an LLM Engineer in 8 weeks: Build and deploy 8 LLM apps, mastering Generative AI, RAG, LoRA and AI Agents. Course Coupon: courseswyn.com/coupon/llm-eng… #AI #LLMEngineering #LargeLanguageModels
🔍 What if smaller AI models were smarter? Discover how Juniper, a 2B-parameter LLM, beat GPT-4o in function precision — and what it means for the future of AI at the edge. The game is changing. Are you ready? 🚀 👉 medium.com/@rogt.x1997/ju… #LLMEngineering #EdgeAI #FunctionCalling
LLMs are great at language. They’re still clumsy with logic. That’s where orchestration comes in—structure that thinks in steps, not just tokens. #LLMEngineering #AgenticWorkflows #SaltAI
Our GenAI workflow: Choose the right LLM Design prompt logic Embed into tools Iterate + scale Build domain-specific AI that works. #WMTechnology #GenerativeAI #LLMEngineering #AIApps #WorkflowWednesday waysandmeanstechnology.com | +1 (424) 777-6936
✅ LangGraph Core Concepts - states - reducers - routing - prompt chaining ✅ Sequential Workflows 🔁 defined nodes, edges, and transitions Excited to dive into branching logic and dynamic workflows next. #LangGraph #GenAI #LLMEngineering #AgenticAI #LearningJourney
It gets better: MoR’s KV cache? Smarter than your ex. Keeps only what matters. No quadratic blowups. Just sleek memory curves. #LLMEngineering
Thinking to start learning LLM engineering with web dev. What your suggestions ? #LLM #LLMengineering #Largelanguagemodel
Hands-On LLM Quantization: transformers & bitsandbytes open.substack.com/pub/engineersm… #LLMEngineering #GenAI #Transformers #SoftwareEngineering #LearnAI
Automated invoice processing workflow extracts data, updates your database, and sends emails. Imagine the time you'll save! Check out the details and let's chat about customizing it for your business. #AIAutomation #LLMEngineering #InvoiceProcessing
DON'T JUST CONSUME, CONTRIBUTE! THOSE WHO LEARN AI NOW WILL DEFINE TOMORROW'S WORLD. I'VE BEEN QUIET, BUT NOT IDLE. NOW, I'M BACK TO CONNECT! #ArtificialIntelligence #LLMEngineering #AIRevolution #MachineLearning #DEEsJOURNEY
📚 Blog: pgupta.info/blog/2025/07/d… 💻 Code: github.com/pg2455/distrib… I wrote this to understand the nuts and bolts of LLM infra — If you're on the same path, this might help. #PyTorch #LLMEngineering #DistributedTraining #MLInfra
Reflecting on my full-stack journey... Before my pivot, I was part of teams building AI-powered web apps by integrating LLM APIs. Saw firsthand how AI offloads massive tasks. This definitely influenced my move into #AIAutomation & #LLMEngineering. The possibilities are endless!…
🤯 Small but smarter? Meet the 2B-parameter LLM that’s challenging AI titans on precision + speed — with no cloud dependency. This is the future of edge AI 🚀 #LLMEngineering #PrivacyAI #EdgeAI medium.com/p/juniper-vs-g…
Treat agents like product releases: → Dev → Staging → Prod → Simulate edge cases → Stress test latency & cost → Monitor usage drift Your agent is a living service, not a static feature. #AgentDevStack #AIMLOps #LLMEngineering
🧩 What do you get when AI agents can search, code, and visualize on their own? 💥 Perplexity Labs. With 15M users, $100M ARR, and a protocol that’s replacing REST for AI workflows—this is the stack that beat GPT-4o by 6x. 👇 medium.com/@rogt.x1997/ho… #LLMEngineering #AgenticAI
blog.gopenai.com
How Perplexity Labs Scored 21.1%
The Standard That Powers Autonomous AI Applications 🧠📊
🧠 Built a GenAI assistant that handles 10,000 queries/day for just $24/month No GPT-4. No bloat. Just Mixtral + QLoRA + FAISS on spot GPUs. This is the $0.0001 Prompt Revolution 👇 ➡️ medium.com/@rogt.x1997/th… #GenAI #AIarchitecture #LLMengineering #BudgetAI
medium.datadriveninvestor.com
The $0.0001 Prompt: How Underdogs Are Building World-Class GenAI on Micro-Budgets
What It Really Takes to Build AI That’s Powerful, Practical, and Costs Less Than a Paise per Prompt 🧠
px-01_ status: active. Building modular LLM systems with: • Ollama • LangGraph • Supabase • DeepEval The goal isn’t just output. It’s autonomous reasoning, with structure. #AIInfra #LLMEngineering
Real-time feedback loop now live. Every agent output is scored → logged → used to refine next response. Feedback signal is dynamic: scales based on context, task type, and error class. The system improves itself mid-run. #LLMEngineering #DeepEval #AIInfrastructure
to generative AI to more advanced concepts like LLM evaluations and security. I haven’t written in a while. I will also be sharing my my LLMOps journey alongside whenever I can. I hope someone out there finds my writeup useful . #AI #llm #llmengineering #aiproductmanagement
Reflecting on my full-stack journey... Before my pivot, I was part of teams building AI-powered web apps by integrating LLM APIs. Saw firsthand how AI offloads massive tasks. This definitely influenced my move into #AIAutomation & #LLMEngineering. The possibilities are endless!…
✅ LangGraph Core Concepts - states - reducers - routing - prompt chaining ✅ Sequential Workflows 🔁 defined nodes, edges, and transitions Excited to dive into branching logic and dynamic workflows next. #LangGraph #GenAI #LLMEngineering #AgenticAI #LearningJourney
Automated invoice processing workflow extracts data, updates your database, and sends emails. Imagine the time you'll save! Check out the details and let's chat about customizing it for your business. #AIAutomation #LLMEngineering #InvoiceProcessing
Just deployed a local agent chain using: • Ollama (model host) • LangGraph (multi-step logic) • Supabase (vector store) • DeepEval (custom evals) Result: 40% faster iteration + deterministic flow. #AIInfra #LangGraph #LLMEngineering
🔍 What if smaller AI models were smarter? Discover how Juniper, a 2B-parameter LLM, beat GPT-4o in function precision — and what it means for the future of AI at the edge. The game is changing. Are you ready? 🚀 👉 medium.com/@rogt.x1997/ju… #LLMEngineering #EdgeAI #FunctionCalling
Our GenAI workflow: Choose the right LLM Design prompt logic Embed into tools Iterate + scale Build domain-specific AI that works. #WMTechnology #GenerativeAI #LLMEngineering #AIApps #WorkflowWednesday waysandmeanstechnology.com | +1 (424) 777-6936
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