Shorthills AI

Join our Co-founder, Paramdeep Singh, along with Ganesh Sawhney, Sr. Solution Architect at?Amazon Web Services (AWS) and Henry Issac Mudumala, Alliance and Strategic Partnerships at DataStax for a webinar on March 26, 2025. ?? ? They’ll be discussing how to build AI-powered enterprise search with retrieval, vector search, and graph indexing, unlocking smarter results with less complexity. ? ?? Don’t miss out! Register now: https://lnkd.in/gH5bhZGN ? #shorthillsai #dataandai #vectorsearch #graphindexing #rag #enterprisesearch #AI

???????? ????-????-???????? Think you know Python? This tricky one-liner will make you think twice! ?? Drop your reason in the comments & let’s see who’s got the best debugging instincts! ???? #shorthillsai #python #generativeai #codingchallenge #techpoll #dataandai #linkedinpoll

A journey of six years is more than just a milestone—it’s a testament to dedication, resilience, and continuous learning. Today, we celebrate Sunil Sharma, who has been an integral part of Shorthills AI, evolving through diverse roles, leading teams, and contributing to impactful projects. ? Here’s what he has to say about his journey: "Reflecting on my six-year journey at Shorthills AI, I’m grateful for the diverse roles, challenges, and growth opportunities. The vision of Pawan Prabhat and Paramdeep Singh has fostered a culture of innovation, teamwork, and continuous learning. Leading a talented team and contributing to an internal project from scratch have been among my most rewarding experiences. Shorthills AI’s support for mentorship and professional development has shaped my career. If I had to sum up my motivation here in one word, it would be growth. My advice: embrace learning, stay adaptable, and seize new opportunities." ? Thank you, Sunil Sharma, for your incredible contributions and dedication! Here’s to many more years of success and growth together. ???? #shorthillsai #generativeai #dataandai #leadership #appreciation #workanniversary #workmilestone #lifeatshorthills

Happy Holi!

Retrieval-Augmented Generation (RAG) is fundamental for Large Language Model (LLM) applications. However, long context lengths can degrade performance. Splitting long documents into chunks can lead to information loss as these chunks are treated independently and lack context from each other. To address this limitation, we recently implemented a self-attention mechanism to enhance the embeddings of document chunks, aiming to improve retrieval accuracy. We observed an accuracy improvement from 54% to 65% in selecting the correct chunk. The dataset used was Google Natural Questions (https://lnkd.in/g2_QVRms). The embeddings model utilized was Alibaba-NLP/gte-large-en-v1.5. We will open-source the code and full architecture details soon. #LLM #RAG #Embeddings #ContextualEmbeddings

This Holi, our team celebrates the spirit of togetherness and creativity that drives us forward. A special thanks to Avacayam for providing us with herbal colors, making our celebration vibrant and eco-friendly! Wishing everyone a sustainable and colorful Holi! ???? Supriya Suri | Twinkle Singh | Anirudh kansal | Teena Sidhar | Priyanshu Kumar Singh | Sunil Sharma | Amisha Jaiswal | Garima Chaudhary #HappyHoli #shorthillsai #festivalofcolors #largelanguagemodels #generativeai #dataandai #holi2025

Shorthills AI had the privilege of hosting Mohanbir Sawhney, Professor at Northwestern University - Kellogg School of Management and Sarita Chaudhary Chand, of Skills Caravan LXP at our office. Their expertise and thought leadership sparked meaningful conversations. We look forward to fostering more such discussions in the future! #kelloggs #shorthillsai #skillscaravan #largelanguagemodels #dataandai #generativeai #northwesternuniversity

Watch Abhijit Mahabal, Knowledge Architect at Pinterest, and Amit Srivastava, Visual Artist, as they delve into the evolving role of AI across different domains. From structuring knowledge systems to redefining artistic expression, they share key insights on how AI is transforming both analytical and creative fields in our recently concluded Data and AI Talks episode. Moderated by Siddhartha Jain, this impromptu discussion offers a fresh perspective on AI’s growing influence. Here’s a glimpse of the episode. Stay tuned for more insightful conversations in our Data and AI Talks series. Check out the full video on YouTube: https://lnkd.in/gMQtX-gJ For past talks, visit our website : www.dataandaitalks.com #shorthillsai #dataandai #largelanguagemodels #genai #dataandaitalks #aiusecases #visualart #datachallenges

Here's to strong women, visionary leaders, and trailblazers shaping the future! ??? At Shorthills AI, we celebrate the power, resilience, and brilliance of women who drive innovation and make an impact every day. Your contributions inspire us to push boundaries and create a more inclusive world. Happy International Womens Day! ???? Supriya Suri | Kavita Teekas | Garima Chaudhary | Teena Sidhar | Ankita Sharma | Riya Rana | Palakpreet Kaur | Ravleen Kaur | Twinkle Singh | Sanjam Kaur Bedi | Sonal Goel | Tanya Bhola #womenintech #IWD2025 #shorthillsai #largelanguagemodels #dataandai #generativeai #internationalwomensday

???????? ????-????-???????? This one’s trickier than it looks! ?? Can you crack this Python challenge? Comment your answer & explain your logic. Let’s see who’s got the sharpest debugging skills! ???? #shorthillsai #largelanguagemodels #generativeai #Python #CodingChallenge #DeveloperCommunity #TechPoll #dataandai