Fairooz Choudhury retweeted
๐ง๐ต๐ฒ ๐๐ ๐ก๐ฎ๐๐ถ๐๐ฒ ๐๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ'๐ ๐ง๐ฒ๐ฐ๐ต ๐ฆ๐๐ฎ๐ฐ๐ธ ๐
Building AI applications is no longer just about writing Python code or calling an LLM API.
It's about knowing how all the pieces work together.
Here's what the modern AI engineering stack looks like ๐
๐น ๐๐ ๐ ๐ผ๐ฑ๐ฒ๐น๐: OpenAI, Claude, Gemini, Llama
๐น ๐๐ด๐ฒ๐ป๐ ๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ๐: LangGraph, CrewAI, AutoGen
๐น ๐๐ป๐ผ๐๐น๐ฒ๐ฑ๐ด๐ฒ & ๐ฅ๐๐: Haystack, LlamaIndex, RAGFlow
๐น ๐ ๐ฒ๐บ๐ผ๐ฟ๐ & ๐๐ผ๐ป๐๐ฒ๐
๐: Mem0, Zep, Redis, PostgreSQL
๐น ๐ง๐ผ๐ผ๐น๐ถ๐ป๐ด & ๐ ๐๐ฃ: MCP SDK, GitHub MCP Server, Slack MCP Server
๐น ๐ฆ๐ฒ๐ฐ๐๐ฟ๐ถ๐๐ & ๐๐๐ฎ๐ฟ๐ฑ๐ฟ๐ฎ๐ถ๐น๐: NVIDIA NeMo Guardrails, Lakera Guard, AWS Bedrock Guardrails
๐น ๐ข๐ฏ๐๐ฒ๐ฟ๐๐ฎ๐ฏ๐ถ๐น๐ถ๐๐ & ๐๐๐ฎ๐น๐: LangSmith, Langfuse, Arize Phoenix
๐น ๐๐๐๐ผ๐บ๐ฎ๐๐ถ๐ผ๐ป & ๐ช๐ผ๐ฟ๐ธ๐ณ๐น๐ผ๐๐: n8n, Zapier, Temporal
๐น ๐ฉ๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐ฎ๐๐ฎ๐ฏ๐ฎ๐๐ฒ๐: Pinecone, Weaviate, Qdrant, Milvus
๐น ๐๐ป๐ณ๐ฟ๐ฎ๐๐๐ฟ๐๐ฐ๐๐๐ฟ๐ฒ: Docker, Kubernetes, AWS, Azure, Google Cloud
You don't need to master every tool on this list.
You need to understand which problem each category solves, when to use it, and how to connect the pieces to build reliable AI applications.
That's what separates experimenting with AI from engineering AI systems.
๐ก ๐๐ณ ๐๐ผ๐ ๐๐ฒ๐ฟ๐ฒ ๐๐๐ฎ๐ฟ๐๐ถ๐ป๐ด ๐๐ ๐ฒ๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ๐ถ๐ป๐ด ๐๐ผ๐ฑ๐ฎ๐, ๐๐ต๐ถ๐ฐ๐ต ๐ฏ ๐๐ผ๐ผ๐น๐ ๐๐ผ๐๐น๐ฑ ๐๐ผ๐ ๐น๐ฒ๐ฎ๐ฟ๐ป ๐ณ๐ถ๐ฟ๐๐?
โป๏ธ Save this roadmap for your next AI project.
โค๏ธ Like
๐ Retweet
๐ Bookmark
Follow @sonalshukla3377 for more such posts
Fairooz Choudhury retweeted
A Tesla Roadster video can begin with a simple question: what kind of story should this product tell? Maybe the goal is to communicate futuristic design, performance, or a premium feel.
With CapCut Web ร Codex, you can explain that direction naturally instead of working out every editing step in advance.
Codex helps understand the brief and calls CapCut Web to execute the video creation workflow.
Itโs a more seamless connection between creative intent and AI-assisted editing, built around the way people actually express ideas.
#capcutweb #capcutchatgptplugin #capcutmarketing #capcutcodex
Fairooz Choudhury retweeted

HyperFrames@HyperFrames_11h
United States
United StatesConnected via WebAccount-level information, not a live location or per-post device.
the editing techniques and styles you thought were unattainable
now just one reference prompt away:
- the hook from an Instagram reel
- the b-roll style from a TikTok
- the captions from a YouTube Short
then automatically apply them to your footage with your story
get started โ
Fairooz Choudhury retweeted
You don't have to pay for:
โก๏ธ Undergraduate CV
โก๏ธ Graduate CV
โก๏ธ Master's student CV
โก๏ธ PhD student academic CV
โก๏ธ Postdoctoral application CV
โก๏ธ Postdoctoral professional rรฉsumรฉ
โก๏ธ Academic CV
โก๏ธ Lecturer and faculty application CV
โก๏ธ Academic career CV for PhD holders
โก๏ธ Research scientist CV
โก๏ธ Research industry CV for PhD holders
โก๏ธ PhD and postdoctoral CV for careers outside academia
โก๏ธ NGO and nonprofit CV
โก๏ธ Nonprofit management CV
โก๏ธ NGO and advocacy CV
โก๏ธ Education, nonprofit and social impact CV
โก๏ธ Human services and advocacy CV
โก๏ธ Nonprofit education CV
โก๏ธ Policy research and programme administration CV
โก๏ธ Nonprofit leadership and community development CV
โก๏ธ Life sciences research CV
โก๏ธ Public health research CV
โก๏ธ Scientific industry CV
โก๏ธ Engineering research CV
โก๏ธ Research consulting CV
All the above 25 CV and rรฉsumรฉ samples are available
๐
Fairooz Choudhury retweeted
CapCut Black Friday is bringing 60% OFF Pro and 40% OFF Ultra from Oct 20โ30, only on CapCut Desktop!
One creative concept can become a full promotional campaign, but different platforms need different formats.
CapCut PC helps me refine the main edit, adjust the framing for different placements, and prepare versions for social channels. The multi-track timeline keeps the creative elements organized while I polish each cut.
One idea. More ways to share it.
#capcutpc #capcutmarketing #capcutsale #capcutblackfriday
Fairooz Choudhury retweeted

Altiam Kabir@altiamkabirOct 19
Bangladesh!
BangladeshConnected via Bangladesh Android AppLocation may be affected by a proxy or VPN.Account-level information, not a live location or per-post device.
A 3D scene in about a second from Viggle's JST-2. I'd want to see what an indie studio does when environments stop being the slow part
Today we are releasing JST-2, the world's first full-stack physics-native world foundation model.
Many world models learn in pixel/video space. We went back to first principles and built the entire model stack in 3D.
Generate a 3D scene in seconds and expand it in real time. Create characters with motion built in, all through one general architecture.
The AI Builder Program is expanding across Europe with $10M in total support across compute grants, capital, and community programs.
Are you building open models, developer tools, or applications on top of them? The program helps builders go from experimentation to scale-up through:
- Compute grants for selected projects in areas such as open models, coding agents, post-training, and evals
- VC connections to help turn open source projects into companies
- Hackathons and demo days with communities including @AITinkerers, @techeurope_ , and @esra_robotics to build, connect, and share your work
Weโre kicking off the European expansion this week at #NVIDIAGTC Berlin with @NVIDIAAI, @Accel, and a network of European VCs.
Building AI in Europe? Details below. ๐
Fairooz Choudhury retweeted

Subah Wadhwani@subahwadhwaniOct 19
India
IndiaConnected via United States App StoreAccount-level information, not a live location or per-post device.
Fairooz Choudhury retweeted
Up to 60% OFF CapCut Desktop starts Oct 20. Desktop only.
A creative Jean Phil-inspired ad can catch someone's attention, but the message still needs to be easy to follow. Product benefits, punchlines, and key phrases all compete for limited screen time in a short promotional video.
CapCut PC lets you refine captions and on-screen text as part of the editing process.
Once your AI-generated scenes are on the timeline, adjust caption wording and timing alongside the footage, voiceover, and music across multiple tracks.
You can keep the visuals and messaging in sync instead of treating subtitles as a separate finishing task. Those small adjustments help turn generated clips into a clearer, more polished marketing video.
#capcutpc #capcutmarketing #capcutsale #capcutblackfriday
Fairooz Choudhury retweeted
Free Online Course on Implementation Research | Certificate Available
Khyber Medical University, in collaboration with the TDR Regional Training Centre, is inviting researchers, students, public health professionals and healthcare practitioners to register for a free online course on Implementation Research.
Course details:
- Course: Implementation Research (MOOC)
- Format: 100% online
- Duration: 19 October โ 15 December 2026
- Modules: 5
- Cost: Free
- Certificate: Certificate of completion available
- Registration deadline: 23 October 2026
What will you learn?
The course focuses on practical approaches to designing, evaluating and scaling implementation strategies to improve health outcomes.
Who can apply?
Researchers, postgraduate students, public health professionals, healthcare practitioners and anyone interested in implementation research.
Official registration link:
tdrmooc.org/courses/course-vโฆ
Save this opportunity and share it with someone working in public health or health research.
#ImplementationResearch #PublicHealth #FreeOnlineCourses
Fairooz Choudhury retweeted

theermann@theermannOct 16
United States
United StatesConnected via United States App StoreAccount-level information, not a live location or per-post device.
Introducing Hugo: the first human companion robot.
At Boston Dynamics, I was Chief Strategy Officer, bringing robots into the real world.
My co-founder, Farbod Farshidian, led research at the RAI Institute.
Together, 15+ years teaching robots to run, jump, and work.
So we asked: what if robots could connect with people?
Hugo runs on the first Vision-Language-Expression (VLE) model.
He links what he sees and hears to movement, expression, and gesture.
He notices you, reads the room, and reacts in real time.
And he's only the first.
Dynamic Creatures is @BostonDynamics' official entertainment and hospitality partner.
We're building a cast of characters with film studios, resorts, and theme parks.
dynamiccreatures.com
Fairooz Choudhury retweeted
Topview 3D Builder is now open-source: turn a text prompt or reference image into an editable 3D scene, then control the camera, objects, layout, and motion before generating video.
@TopviewAIhq
We just open-sourced Topview 3D Builder ๐ฌ
Stop rolling the AI lottery. Start building the shot.
Describe a scene in ChatGPT, Claude, or any AI agent, or drop in a reference image, and get an editable 3D set.
Block your characters, props, and camera. Lock in composition, spatial relationships, and motion paths before you generate a single frame.
Then export the frame or animation to Topview, or take it to any AI video model you like for video generation.
Your scene, your camera, your call. Now open to everyone.
#TopviewAI #TopviewFilmStudio #3DBuilder #OpenSource #AIVideo #AIFilmmaking
Fairooz Choudhury retweeted

Altiam Kabir@altiamkabirOct 15
Bangladesh!
BangladeshConnected via Bangladesh Android AppLocation may be affected by a proxy or VPN.Account-level information, not a live location or per-post device.
๐จ The Dreamina Basic plan is still $1.5/month๐ฑ
The promotion has been extended.
Youโre paying 4K prices for drafts you might never use?
4K on Seedance 2.5 now costs less than 720p.
Reroll your shots at 480p, then upscale only the perfect one to 4K. Thatโs Creative Upscale, exclusive to Dreamina.
Test it out for yourself here ๐
dreamina.capcut.com/ai-tool/โฆ
#Dreamina #DreaminaPartner
Fairooz Choudhury retweeted

HyperFrames@HyperFrames_Oct 15
United States
United StatesConnected via WebAccount-level information, not a live location or per-post device.
everyone has a video they wish they could make
introducing "Reference Any Video" in HyperFrames Studio
now agents can tell your story in ANY format referenced
plus Brand kits: scan your site once for your colors, fonts and logo then applied to your video automatically
try now โ
Fairooz Choudhury retweeted

Altiam Kabir@altiamkabirOct 14
Bangladesh!
BangladeshConnected via Bangladesh Android AppLocation may be affected by a proxy or VPN.Account-level information, not a live location or per-post device.
MagicOS gets a key thing right: the design process is not just the final screen. Keeping context, rejected ideas, references, and decisions visible on one shared canvas could make AI much more useful for real product teams.
Today we're launching MagicOS. And we've come to the conclusion that designers are NOT getting replaced.
most of the industry moved to the same answer this year: give the agent its own canvas, let it run, hand you the output.
we made a different bet: the canvas should be yours and the agent is your collaborator. thatโs MagicOS.
most AI design tools are a linear conversation: prompt, generate, iterate, repeat. a hundred prompts in, you might have a great final design, but the reasoning, rejected directions, and inspiration that got you there are buried in a chat log nobody will ever scroll back through.
MagicOS is a persistent, spatial canvas. Your PRD, inspiration images, design system, variations, rejected directions, final picks - all of it lives together, all in one place, instead of stacked on top of itself and lost.
itโs voice-first. talk to it in real time and watch work land directly on the canvas as you speak.
itโs also multiplayer. your whole team works on the same canvas together.
and it still runs on your design system and components because none of this matters if the output doesnโt look like your actual product.
three months ago, this was internal only at Magic Patterns, my co-founder's weekend project. itโs now live for everyone.
Design everything, everywhere, all at once.
Fairooz Choudhury retweeted
$52M seed round. 15M+ users. But this is what we're most proud of yet.
Introducing Drama 3: the most emotive and controllable TTS model in the world
And yes, it's open-weight.
You can now control how even a single word should sound, change its tone, and shift your voice mid-sentence.
Uncle Roger was impressed too.
Try it here:
s.fish.audio/rqh0l8
Comment โDRAMAโ within the next 48 hours for 1 month free.
If you're an enterprise your first month is on us:
s.fish.audio/qz9r0t
Fairooz Choudhury retweeted
WTF is a SOTA Wife?
SOTA Wives is a podcast exploring the unfiltered side of Silicon Valley.
We built it as an antidote to the performative polish of tech Twitter.
Brought to you by @MilksandMatcha x @vivianmshen.
Episode 1 goes live on Monday, 12th October at 9 AM PT on everywhere you get your podcasts ๐
Fairooz Choudhury retweeted
we've raised $50M from Khosla Ventures, Accel, Initialized, Kevin Weil, DST Global
to build the world's most wearable BCI cap at Sabi
read more here:
forbes.com/sites/rashishrivaโฆ
















