Building LLM applications is a different dimension of software engineering altogether. Having cut through the fluff around generative ai and worked on several real LLM applications, here are few things that we do at Roro and severely enjoy. ?? Eliminate. (if the task shouldn't require LLM) ?? Categorise & Strategise. ?? Unstructured data science. ?? Development of LLM applications using LangChain. ?? RAG systems using vector databases like Pinecone, FAISS and ChromaDB. ?? Simple Agents based on ReAct prompt. ?? Complex Agents and multi-agent systems using LangGraph and flow engineering. ?? Monitor and optimise using LangSmith. ——————————————— Different LLMs have different behaviour and target use-cases. Here are a few things we do to optimise (cost+performance) the use of LLMs. ?? Different models for different use-cases, even within the same project. ?? Low cost or local models (using Ollama) for simpler tasks. ?? Decide if a use case require an LLM to be fine-tuned. ?? Pandas and Seaborn to prepare dataset for fine-tuning. ?? Fine-tune LLMs using platforms like OpenAI, LlamaFactory, Unsloth, Gradient and HuggingFace. ?? Case-optimise latency-accuracy trade-off during fine-tuning through quantisation, LoRA and pruning. ——————————————— It’s a very exciting time to jump on the Generative AI bandwagon. If you have a thought or use case around your business, we’ll love to talk and brainstorm. Visit our updated website at?www.roro.io?and a get a quote for your Gen AI project. #llm #generativeai #ai #langchain #vectordatabase #rag
关于我们
Got a mobile or web product idea? AI-mazing! Welcome to Roro Solutions—your go-to product studio for AI, mobile, and web innovation. We are a group of technologists, geeking out on technologies that are shaping our collective future. Think of us as your partners in tackling complex engineering challenges and design solutions. Here’s what we can collaborate on: - Mobile Apps (native, hybrid, AR) - Connected Experiences (BLE, NFC) - Artificial Intelligence (NLP, ML, on-device) - Generative AI (context, fine-tune, RAG) - Data Science (planning, processing, analysis) - Technical Product Definition - UX/UI and Product Design - Web Backend & Frontend Partnering with us will add you in a roster of tech-forward companies like L'Oréal, Luxer One, Eyrus, uLesson, and Precision Pro Golf. You will be working with a team focused on: - Specialization - Quality - Speed Visit www.roro.io and let’s get cracking at your future-ready product!
- 网站
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https://www.roro.io
Roro的外部链接
- 所属行业
- 软件开发
- 规模
- 51-200 人
- 总部
- San Francisco，California
- 类型
- 私人持股
- 创立
- 2017
- 领域
- iot、digital health、mobile app development、iOS app development、Android app development、UX/UI design、beauty-tech、sports-tech、ai、health-tech、ReactJS、NodeJS、Swift、Kotlin、NestJS、NextJS、Generative AI、Langchain和LLM
地点
Roro员工
动态
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From attendees to exhibitors—we’re now on the other side, showcasing AI that thinks. Come meet us at AI Bharat Expo, ?? Booth C265 ?? Hall 3 ?? Bharat Mandapam, Pragati Maidan, Delhi ?? March 19th to 21st, 2025 See you there! Achin Kumar Vaibhav Khanna Alok Vaish Sohini Bhattacharya
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Charged up and ready to roll! We're proud to be the development partners powering this next step in EV charging innovation, alongside the incredible ChargeBay USA team. From closed beta to public launch—it's just the beginning. ??
#FLORIDA is your EV charged up??? Because we are! Our V2.0 is now LIVE on the Apple App Store! ?? After an exclusive closed beta with 50 dedicated users, we're thrilled to announce that the app is now accessible to everyone. But that's just the beginning—get ready for even more excitement! Reservations, smart-car integration, and coupon pricing will be launching in early March, and our app will be available on the Google Play Store very soon. While initial usage might be a bit slow due to a cold start delay, we’re confident that it will gain momentum as our user base grows. A huge congratulations to our incredible team—especially co-founders Manan Ahuja, Ansh Bhatt, and our amazing engineers and associates at Roro and Tecell—for their relentless support. A massive shoutout also goes to the ongoing USTAAR program and everyone supporting us from The Launch Pad at UM. And here’s a special incentive: The first 3 people to get 50 users each will receive $50! Let’s power up and accelerate into the future together. App store link: https://lnkd.in/gVcj8hai #EV #EVCharging
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Let's go! ??
Roro Solutions, ?? ?????????????? ?????????????? ???????????? ???????????????????????? ???? ????, ????????????, ?????? ?????? ??????????????????????, is set to showcase their expertise at AI Bharat Expo 2025. Renowned for delivering cutting-edge solutions to global brands, Roro ?????????????????? ???????????? ???? ???????????????????????? ?????????????? ?????????????????????? ???????????????????? ???????? ???????????????? ?????????????? ??????????????????????. Don't miss the opportunity to connect with their team and explore potential collaborations. ?? ?????????? ????????, ???????? ?? ?? ????–???? ?????????? ???????? ?? ???????????? ????????????????, ?????? ?????????? ?? Register via eiexpolive.com . . . Pulkit Kapoor | Vaibhav Khanna | Ritika Gaba | Sohini Bhattacharya | Vaibhav Khanna | Alok Vaish | Achin Kumar | Harshita Sahu | Amit Sharma | Pranesh V. | #AIBharatExpo #CI2025 #RoroSolutions #AIInnovation #TechTransformation #DigitalSolutions #B2BExpo #ConvergenceIndia2025
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Want to improve your iOS app’s performance? Adarsh Ranjan breaks down efficient caching techniques—from simple dictionaries to advanced LRU caches. Learn why NSCache is the go-to choice. Read now: https://lnkd.in/g8reAvWq #iOSDevelopment #Caching #Swift
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#NewHireAlert We are pleased to welcome Rudra Kumar who is joining us as a Software Engineer and will be contributing towards Advanced Python, FastAPI and Data Science. Scroll the post to get to know Rudra in his own words. #TeamRoro
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Struggling with Swift error handling? Adarsh Ranjan breaks down Optionals, Tuples, Result enums, and why ????-??????-?????????? is the cleanest way to handle errors. Read the blog now - https://lnkd.in/gY8QsG4T #Swift #ErrorHandling #CodingTips
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We're super excited for this. Mark your calendars!
?? Excited to Welcome Roro to AI Bharat Expo 2025! ?? Roro is a cutting-edge product studio specializing in ????, ????????????, ?????? ?????? ????????????????????. Trusted by global brands like ??’????é???? ?????? ?????????? ??????, they tackle complex engineering challenges with ??????????, ??????????????, ?????? ??????????????????. Meet them at ???? ???????????? ???????? and explore their innovations!? ?? ?????????? ???????? ???????? ?? ?? ????–???? ?????????? ???????? ?? ???????????? ????????????????, ?????? ?????????? Register Via: eiexpolive.com Pulkit Kapoor | Ritika Gaba | Sohini Bhattacharya | Vaibhav Khanna | Alok Vaish | Achin Kumar | Harshita Sahu | Amit Sharma | Pranesh V. | #AIBharatExpo #CI2025 #RoroSolutions #AIInnovation #TechTransformation #DigitalSolutions #B2BExpo
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#NewHireAlert Say hello to our newest team member and Senior AI Engineer Amit Sharma. Scroll the post to get a quick intro to Amit in his own words. Amit comes with deep experience working with full-stack ML/DL across Banking, Healthcare and FMCG. Welcome to the team, Amit! ??
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#MeetTeamRoro Meet Himanshu Bansal - our backend engineer for Android! When he's not coding, you’ll find him cruising on his bike or cracking Rubik's cubes. Swipe the post to get to know Himanshu better. ?? #TeamRoro