At TechRover Solutions, we're committed to optimizing cloud infrastructure and driving cost efficiency. Our latest blog explores how AWS Elastic Container Registry (ECR) Lifecycle Policies can help you: ✅ Efficiently manage container image storage ✅ Cut down unnecessary storage costs ✅ Automate the cleanup of outdated, unused images 👉Read the full blog here: https://lnkd.in/dKDimMtv In this post, we share best practices, lifecycle policy examples, and insights from TechRover™ Solution's success in reducing AWS ECR costs. Have you implemented lifecycle policies for your repositories yet? We'd love to hear your strategies and experiences—drop your thoughts in the comments! #AWS #ECR #CloudOptimization #TechroverSolutions #CloudManagement #CostEfficiency #ContainerStorage #Roverians #DigitalTransformation #ScalableSolutions
TechRover Solutions
IT Services and IT Consulting
Dallas, Texas 3,471 followers
Best team SaaS Software Development, Mobile Apps, Startup POCs, B2B Software, Outsatff Application Development and more.
About us
TechRover Solutions is a CMMI Capability level 3 with Maturity level 5 certified software development out-staffing and outsourcing company with 9 years of experience . We provide leading-edge design, development, programming, SaaS Custom Software Development, Startup POC Development, Mobile App Development, DevOps Services, B2B Software solutions, AI implementation and more . Our Value Add --------------- - Our proprietary technology development cuts down initial costs Internal R&D team to focus on designing next generation solutions. - Experienced with most modern trends for open source technologies. - Internal R&D team to focus on designing next generation solutions. - Vertically Integrated Team to be a strategic partner from design, development, and ongoing support. Our Services ------------- AI and Advanced Tech IOT including deep Tech Cloud computing and compliance Mobile App Development Peripheral Services Proof Of Concept development SaaS Software Development B2B software Development Web Development CRM Development and implementation Our Sectors ---------- State/Local/Education/Defense/Government Hospitality Retail Restaurant Social Media Sports Insurance RealEstate SOC/NIST/CMM3/ PCI Compliance 501(3) Cs HR / Recruitment Accounting Deep Tech ( Hardware + Firmware+ Software & Mobile) Insurance
- Website
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https://techrover.us/
External link for TechRover Solutions
- Industry
- IT Services and IT Consulting
- Company size
- 51-200 employees
- Headquarters
- Dallas, Texas
- Type
- Privately Held
- Founded
- 2016
- Specialties
- AI/ML, Deep Tech, Mobile App, IOT, Cloud, CMMC 2.0, Women Owned, Data Analytics, Software POC, Shopify, Government, Defense, Node, Java, Python, Angular, React, Amazon AWS, Google Cloud, Microsoft Azure, Software Outsourcing, Startup Sotware, Outstaffing, Custom Software Development, Software Development, Mobile App Development, Web Development, SaaS Software Development, and B2B Software Development
Locations
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Primary
17217 Waterview Pkwy
Dallas, Texas 75252, US
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6600 Chase Oaks Blvd
150
Plano, Texas 75023, US
Employees at TechRover Solutions
Updates
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A good visual representation of implementation of RAG.
Founder & CEO • AI Engineer • Follow me to Learn about AI Systems • Author of SwirlAI Newsletter • Public Speaker
Building a 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝗴𝗿𝗮𝗱𝗲 𝗥𝗲𝘁𝗿𝗶𝗲𝘃𝗮𝗹 𝗔𝘂𝗴𝗺𝗲𝗻𝘁𝗲𝗱 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝗼𝗻 (𝗥𝗔𝗚) 𝗯𝗮𝘀𝗲𝗱 𝗔𝗜 𝘀𝘆𝘀𝘁𝗲𝗺 is hard. Let me explain 👇 Here are some of the moving parts in the RAG based systems that you will need to take care of and continuously tune in order to achieve desired results: 𝗥𝗲𝘁𝗿𝗶𝗲𝘃𝗮𝗹: 𝘍 ) Chunking - how do you chunk the data that you will use for external context. - Small, Large chunks. - Sliding or tumbling window for chunking. - Retrieve parent or linked chunks when searching or just use originally retrieved data. 𝘊 ) Choosing the embedding model to embed and query and external context to/from the latent space. Considering Contextual embeddings. 𝘋 ) Vector Database. - Which Database to choose. - Where to host. - What metadata to store together with embeddings. - Indexing strategy. 𝘌 ) Vector Search - Choice of similarity measure. - Choosing the query path - metadata first vs. ANN first. - Hybrid search. 𝘎 ) Heuristics - business rules applied to your retrieval procedure. - Time importance. - Reranking. - Duplicate context (diversity ranking). - Source retrieval. - Conditional document preprocessing. 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝗼𝗻: 𝘈 ) LLM - Choosing the right Large Language Model to power your application. ✅ It is becoming less of a headache the further we are into the LLM craze. The performance of available LLMs are converging, both open source and proprietary. The main choice nowadays is around using a proprietary model or self-hosting. 𝘉 ) Prompt Engineering - having context available for usage in your prompts does not free you from the hard work of engineering the prompts. You will still need to align the system to produce outputs that you desire and prevent jailbreak scenarios. And let’s not forget the less popular part: 𝘏) Observing, Evaluating, Monitoring and Securing your application in production! What other pieces of the system am I missing? Let me know in the comments 👇 #LLM #AI #MachineLearning ---------- Be sure to ♻️ repost if you found the article useful and follow Aurimas Griciūnas if you want to get a daily dose of useful AI related content in your feed!
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At TechRover Solutions, we’re excited to dive into the possibilities unlocked by PgAI, a game-changing open-source extension that brings AI superpowers to PostgreSQL. By seamlessly integrating embedding and generation models directly into the database, PgAI simplifies and accelerates the creation of AI-driven applications like never before. 📝 Read our blog to learn more: https://lnkd.in/dj6_YKix 💬 What’s your take? How do you see PgAI reshaping AI workflows? Share your thoughts in the comments below! #PgAI #PostgreSQL #TechroverSolutions #Roverians #AIWorkflows #Postgres #AI #RAG #Embeddings #InnovationInTech #VectorSearch #AIEngineering #ScalableSolutions
Pgai: Giving PostgreSQL Developers AI Engineering Superpowers
https://www.techrover.us
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At TechRover, we celebrated our company, culture, and 9 years of remarkable business growth with #TechRover #Reconnect2024. A heartfelt thank you to our amazing #Roverians, clients, vendors, and partners for making this journey full of joyful learning and successful deliveries. Here are some highlights from #Reconnect2024: • Engaging sessions on innovation and future goals • Appreciation for outstanding team efforts • Collaborative workshops and networking opportunities We look forward to continued growth and many more years of success together!
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REST API vs. GraphQL: Choosing the Right Tool for Your Project APIs are the backbone of modern software development, but the choice between REST and GraphQL can significantly impact performance, scalability, and flexibility. In our latest blog, we break down: ✅ Key differences between REST and GraphQL ✅ Practical use cases and when to choose one over the other ✅ Insights to make an informed decision for your business At Techrover™ Solutions, we harness the power of both REST and GraphQL to deliver custom-tailored solutions for our clients. From high-performance web apps to scalable enterprise systems, we use these APIs strategically to meet diverse project needs. How do you decide between REST and GraphQL in your projects? Share your thoughts below! 👉 Read the full blog here: https://lnkd.in/dC5uYsiQ #RESTvsGraphQL #TechroverSolutions #APIDevelopment #Roverians #API #InnovationInTech #SoftwareDevelopment #WebDevelopment #DigitalTransformation #GraphQLAPI #RESTAPI #ScalableSolutions
REST API vs. GraphQL: Choosing the Right Tool for Your Project
https://www.techrover.us
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Informative!
💡 Tech Tip of the Day! Struggling with slow or unreliable data processing? In this quick Tech Tip video, we’ll show you how to find fast and efficient solutions that can revolutionize the way you manage your data. Whether you’re handling massive datasets or optimizing workflows, these tips will help you process smarter, not harder! At TechRover Solutions, we’re all about simplifying complexity and driving innovation. Watch now and elevate your data game! What’s your go-to data processing hack? Share in the comments below! #DataProcessing #TechInnovation #TechroverSolutions #Python #EfficiencyInTech #ReliableSolutions #SmarterWorkflows #TechTips #DataDrivenSolutions #DataOptimization #FastAndEfficient
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💡 Tech Tip of the Day! Struggling with slow or unreliable data processing? In this quick Tech Tip video, we’ll show you how to find fast and efficient solutions that can revolutionize the way you manage your data. Whether you’re handling massive datasets or optimizing workflows, these tips will help you process smarter, not harder! At TechRover Solutions, we’re all about simplifying complexity and driving innovation. Watch now and elevate your data game! What’s your go-to data processing hack? Share in the comments below! #DataProcessing #TechInnovation #TechroverSolutions #Python #EfficiencyInTech #ReliableSolutions #SmarterWorkflows #TechTips #DataDrivenSolutions #DataOptimization #FastAndEfficient
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This Thanksgiving, we at Techrover™ Solutions want to take a moment to reflect on the incredible support and inspiration around us. To our clients, thank you for trusting us with your visions. To our dedicated team, thank you for your hard work and innovation. To our vendors and partners, thank you for being the backbone of our success. And to tech pioneers, thank you for inspiring us to push boundaries and create impactful solutions. Together, we’re building something extraordinary. Wishing everyone a Thanksgiving filled with gratitude, joy, and success! #Thanksgiving2024 #Gratitude #TechroverSolutions #ThankfulHeart #Teamwork #InnovationInTech #BuildingTogether #ThankYouClients #TechCommunity #ThankfulForSupport #SuccessThroughCollaboration #TechGratitude #ThanksgivingJoy
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At TechRover, we are a startup studio where ideas come to life. Bring your imagination to our discovery call, and watch as we transform it into a fully developed, ready-to-use product. Our 6D development process and superstar team members make it all happen. Let’s turn your vision into reality! #StartupStudio #TechInnovation #ProductDevelopment #Entrepreneurship #TechRover #StartupSuccess #InnovationAtWork
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This Diwali, TechRover celebrates the festival of lights by giving back. Our team visited a non-profit that has supported people with special needs for over 80 years, filling our hearts with joy and inspiring us to create a more inclusive world. Another team spent the day with construction workers, bringing smiles to those who lack access to basic needs. Small acts of kindness made a big impact, reminding us of the true spirit of Diwali. Wishing everyone a Happy Diwali filled with light, love, and compassion! ✨ #HappyDiwali #TechRoverCares #FestivalOfLights #GivingBack #Inclusivity #Roverians