Anika retweeted
Built a perpetuals trading platform for crypto with sub-70ms execution latency.
Opex handles real-time orderbook, WebSocket streams, and matching engine – all optimized for production speed.
Live demo: opex.hrsht.me
GitHub: github.com/hrshtdotme/Opex-P…
Anika retweeted
Built an AI customer support agent from scratch: it doesn't hallucinate because it calls tools to fetch real orders, products, and policies before responding.
Handles order tracking, product search, policy Q&A, and personalized hydration advice. All grounded in real data.
Try it live: arctic.hrsht.me
Source: github.com/hrshtdotme/Arctic…
React 19 / Node / OpenAI tool use / Postgres / Redis / Turborepo
Anika retweeted
Shipped Biscuit, my Google Drive backed RAG agent running on k3s.
It connects to your Drive, indexes your files, and lets you chat with them like a single knowledge base instead of digging through folders.
Behind the scenes it uses autoscaled workers so ingestion stays fast even as your documents grow.
Live demo: biscuit.hrsht.me
Github: github.com/hrshtdotme/Biscui…
Anika retweeted
Shipped this a while back but never really showed it off: Creo – my Excalidraw‑style collaborative whiteboard.
Built the entire drawing surface with the raw Canvas API: freehand drawing, shapes, text, plus smooth undo/redo.
It also has real-time multi-user collaboration with chat so teams can sketch, annotate, and discuss ideas together instead of passing around static screenshots.
Finally pulling it out of the arsenal and giving it some love today.
Live demo: creo.hrsht.me
Anika retweeted
Today, Google Research & @GoogleDeepMind introduce g-AMIE, an extension of our diagnostic AI system based on #Gemini 2.0 Flash. It uses a guardrail that prohibits medical advice sharing & instead provides a summary for a physician to review. Learn more: goo.gle/45shHyT

ALT Asynchronous oversight framework. 1. g-AMIE as well as NP/PA and PCP control groups perform history taking within guardrails, abstaining from individualized medical advice. 2. g-AMIE and control groups generate differential diagnoses (DDx) and management plans. 3. Overseeing physician revises DDx & management plan to ensure patient safety and accountability. 4. Overseeing PCP shares a revised message with the patient. “g-PCP” and “g-NP/PA” refer to providers operating under the same guardrail constraints as g-AMIE.
Anika retweeted
Had an insightful discussion with Hon'ble Minister @AshwiniVaishnaw about launching a strategic initiative to bring together Indian-origin AI researchers from around the world. Indians have made significant contributions to modern AI, from the early Transformers paper, to teams behind leading models like OpenAI’s GPT, Anthropic’s Claude, Google’s Gemini, and Meta’s Llama. We're collaborating with the best minds to build foundation models that will power India’s AI future.
A key challenge in building foundation models for India lies in the lack of internet-scale data, unlike the US or China, combined with the country’s immense linguistic diversity. To truly democratize these models, our approach will focus on the unique conversational style of Indians, which often involves heavy code-switching between languages and dialects. We plan to use synthetic data generation and reinforcement learning to train LLMs, and are committed to open-sourcing essential components, including frameworks and code, reinforcement learning data, and model weights for select models.
We’re looking to hire exceptional AI Engineers to join us on this mission.
👨💻 FTE: ₹40L Base + ₹40L ESOPs
🧑🎓 Intern: ₹1L/month
📍 Location: Virtual
Know someone who’d be a perfect fit? Tag them!
If you’re interested, comment below, and we’ll get in touch.
Anika retweeted
NVIDIA is getting crazier.
They just dropped a tiny AI supercomputer, built for robotics and LLMs, capable of 70 trillion operations per second.
For $249.
Game over.
Anika retweeted
today we are announcing reinforcement finetuning, which makes it really easy to create expert models in specific domains with very little training data.
livestream going now: openai.com/12-days/
alpha program starting now, launching publicly in q1
Anika retweeted
It can also deliver superior predictions of the tracks of tropical cyclones, up to 5 days in advance.
GenCast’s capabilities could not only help officials better prepare for disasters but also in other aspects of society, such as renewable energy planning. 🔋
Anika retweeted
Today in @Nature, we’re presenting GenCast: our new AI weather model which gives us the probabilities of different weather conditions up to 15 days ahead with state-of-the-art accuracy. ☁️⚡
Here’s how the technology works. 🧵goo.gle/49trAOv











