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What are the limitations of LLMs?

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Answer

Despite their advanced capabilities, LLMs have several limitations. They can generate plausible-sounding but factually incorrect information, which poses risks in critical applications. Additionally, LLMs may struggle with understanding nuanced language or context, leading to misinterpretations. They are also sensitive to the phrasing of prompts, which can affect output quality. Moreover, LLMs require substantial computational resources for training and deployment, making them less accessible for smaller organizations. Finally, ethical concerns regarding bias and misuse remain significant challenges that need to be addressed.

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Volodymyr T., Data Analyst at Softaims

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My name is Volodymyr T. and I have over 16 years years of experience in the tech industry. I specialize in the following technologies: PostgreSQL, Golang, Amazon Web Services, Serverless Computing, Solution Architecture, etc.. I hold a degree in . Some of the notable projects I’ve worked on include: INOX Living block managements software, Sfeeda.com Automating assessment of hard skills of software engineers, Home services marketplace, E-magazine, Ukrainian gun owners association, etc.. I am based in Kyiv, Ukraine. I've successfully completed 6 projects while developing at Softaims. I am a dedicated innovator who constantly explores and integrates emerging technologies to give projects a competitive edge. I possess a forward-thinking mindset, always evaluating new tools and methodologies to optimize development workflows and enhance application capabilities. Staying ahead of the curve is my default setting. At Softaims, I apply this innovative spirit to solve legacy system challenges and build greenfield solutions that define new industry standards. My commitment is to deliver cutting-edge solutions that are both reliable and groundbreaking. My professional drive is fueled by a desire to automate, optimize, and create highly efficient processes. I thrive in dynamic environments where my ability to quickly master and deploy new skills directly impacts project delivery and client satisfaction.

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Badmus O., Full Stack Developer at Softaims

Badmus O.

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My name is Badmus O. and I have over 5 years years of experience in the tech industry. I specialize in the following technologies: API, PostgreSQL, Python, RESTful API, Docker, etc.. I hold a degree in Bachelor of Science (BS). Some of the notable projects I’ve worked on include: Meeney, Foxycabs, Learnmav, Zennal, Homesettler, etc.. I am based in Ibadan, Nigeria. I've successfully completed 9 projects while developing at Softaims. I approach every technical challenge with a mindset geared toward engineering excellence and robust solution architecture. I thrive on translating complex business requirements into elegant, efficient, and maintainable outputs. My expertise lies in diagnosing and optimizing system performance, ensuring that the deliverables are fast, reliable, and future-proof. The core of my work involves adopting best practices and a disciplined methodology, focusing on meticulous planning and thorough verification. I believe that sustainable solution development requires discipline and a deep commitment to quality from inception to deployment. At Softaims, I leverage these skills daily to build resilient systems that stand the test of time. I am dedicated to making a tangible difference in client success. I prioritize clear communication and transparency throughout the development lifecycle to ensure every deliverable exceeds expectations.

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My name is Jawad k. and I have over 10 years years of experience in the tech industry. I specialize in the following technologies: React Native, Kotlin, Swift, React, node.js, etc.. I hold a degree in Bachelor of Computer Science (BCompSc), Master of Computer Science (MSCS). Some of the notable projects I’ve worked on include: Success.ai (AI-based SaaS App) MERN, OpenAI, AWS, ConnectPath.cx (WebRTC/Twilio based Calling Platform)- CCaaS, Lantern.Finance (Crypto based FinTech Platform) WEB 3, Finmo.co.uk (FinTech- Brokerage/Mortgage Platform)- UK based, Canvs.ai (AI-driven Platform- Text to Speech) Intercom integrated, etc.. I am based in Leeds, United Kingdom. I've successfully completed 25 projects while developing at Softaims. I'm committed to continuous learning, always striving to stay current with the latest industry trends and technical methodologies. My work is driven by a genuine passion for solving complex, real-world challenges through creative and highly effective solutions. Through close collaboration with cross-functional teams, I've consistently helped businesses optimize critical processes, significantly improve user experiences, and build robust, scalable systems designed to last. My professional philosophy is truly holistic: the goal isn't just to execute a task, but to deeply understand the project's broader business context. I place a high priority on user-centered design, maintaining rigorous quality standards, and directly achieving business goals—ensuring the solutions I build are technically sound and perfectly aligned with the client's vision. This rigorous approach is a hallmark of the development standards at Softaims. Ultimately, my focus is on delivering measurable impact. I aim to contribute to impactful projects that directly help organizations grow and thrive in today’s highly competitive landscape. I look forward to continuing to drive success for clients as a key professional at Softaims.

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Vlas B., Data Analyst at Softaims

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My name is Vlas B. and I have over 3 years years of experience in the tech industry. I specialize in the following technologies: Deep Learning, Python, Machine Learning, SQL, Flask, etc.. I hold a degree in Master's degree. Some of the notable projects I’ve worked on include: AlbumRefiner, TestWiz, SummaLegal, Voice cloning, Virtual chat friends, etc.. I am based in Kyiv, Ukraine. I've successfully completed 10 projects while developing at Softaims. I employ a methodical and structured approach to solution development, prioritizing deep domain understanding before execution. I excel at systems analysis, creating precise technical specifications, and ensuring that the final solution perfectly maps to the complex business logic it is meant to serve. My tenure at Softaims has reinforced the importance of careful planning and risk mitigation. I am skilled at breaking down massive, ambiguous problems into manageable, iterative development tasks, ensuring consistent progress and predictable delivery schedules. I strive for clarity and simplicity in both my technical outputs and my communication. I believe that the most powerful solutions are often the simplest ones, and I am committed to finding those elegant answers for our clients.

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My name is Andrei Daniel P. and I have over 10 years years of experience in the tech industry. I specialize in the following technologies: API Development, Custom PHP, Laravel, Application Performance Monitoring Software, New Relic, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I’ve worked on include: Reggio Emilia real estate portal for listings valuations, and ads, Italian site for fast access to local government services and payments, Production ready Docker Compose stack for Laravel with Traefik, Monitoring and Observability setup and maintenance for Saas project, Monitoring and Observability setup and maintenance for Saas project, etc.. I am based in Rio Saliceto, Italy. I've successfully completed 15 projects while developing at Softaims. I possess comprehensive technical expertise across the entire solution lifecycle, from user interfaces and information management to system architecture and deployment pipelines. This end-to-end perspective allows me to build solutions that are harmonious and efficient across all functional layers. I excel at managing technical health and ensuring that every component of the system adheres to the highest standards of performance and security. Working at Softaims, I ensure that integration is seamless and the overall architecture is sound and well-defined. My commitment is to taking full ownership of project delivery, moving quickly and decisively to resolve issues and deliver high-quality features that meet or exceed the client's commercial objectives.

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Syed Zulqarnain H., Game Developer at Softaims

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My name is Syed Zulqarnain H. and I have over 2 years years of experience in the tech industry. I specialize in the following technologies: Web Development, Web Application, Artificial Intelligence, Mobile App, iOS Development, etc.. I hold a degree in Master of Science (MS). Some of the notable projects I’ve worked on include: Pixara AI – Text-to-Video Generator with Voice and Image Features, CardPay - All-in-One Financial Services Mobile App, VenCore HCM – Human Capital Management Platform for Modern Enterprises, Fuel Media - Digital Campaign & Promotions Management Platform, Ujret – C2C Mobile Platform for Handyman Services and Rentals. I am based in Port Washington, United States. I've successfully completed 5 projects while developing at Softaims. My passion is building solutions that are not only technically sound but also deliver an exceptional user experience (UX). I constantly advocate for user-centered design principles, ensuring that the final product is intuitive, accessible, and solves real user problems effectively. I bridge the gap between technical possibilities and the overall product vision. Working within the Softaims team, I contribute by bringing a perspective that integrates business goals with technical constraints, resulting in solutions that are both practical and innovative. I have a strong track record of rapidly prototyping and iterating based on feedback to drive optimal solution fit. I’m committed to contributing to a positive and collaborative team environment, sharing knowledge, and helping colleagues grow their skills, all while pushing the boundaries of what's possible in solution development.

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My name is Omri I. and I have over 8 years years of experience in the tech industry. I specialize in the following technologies: React, Next.js, React Native, Angular, node.js, etc.. I hold a degree in Associate's degree. Some of the notable projects I’ve worked on include: Toyota Connected, Mama Biotech, Robohold App, One Submit, Ticket Marketplace, etc.. I am based in Tel Aviv, Israel. I've successfully completed 11 projects while developing at Softaims. My expertise lies in deeply understanding and optimizing solution performance. I have a proven ability to profile systems, analyze data access methods, and implement caching strategies that dramatically reduce latency and improve responsiveness under load. I turn slow systems into high-speed performers. I focus on writing highly efficient, clean, and well-documented code that minimizes resource consumption without sacrificing functionality. This dedication to efficiency is how I contribute measurable value to Softaims’ clients by reducing infrastructure costs and improving user satisfaction. I approach every project with a critical eye for potential bottlenecks, proactively designing systems that are efficient from the ground up. I am committed to delivering software that sets the standard for speed and reliability.

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Victory N., Data Analyst at Softaims

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My name is Victory N. and I have over 3 years years of experience in the tech industry. I specialize in the following technologies: Data Science, Python, SQL, Data Analytics, AI Chatbot, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: Case Radar - A Generative AI Application for Nigerians to know the law, How to Build RAG Apps with Pinecone, OpenAI, Langchain & Python, Sentiment Analysis Website, How to Add Memory to RAG Applications and AI Agents. I am based in Abuja, Nigeria. I've successfully completed 4 projects while developing at Softaims. I approach every technical challenge with a mindset geared toward engineering excellence and robust solution architecture. I thrive on translating complex business requirements into elegant, efficient, and maintainable outputs. My expertise lies in diagnosing and optimizing system performance, ensuring that the deliverables are fast, reliable, and future-proof. The core of my work involves adopting best practices and a disciplined methodology, focusing on meticulous planning and thorough verification. I believe that sustainable solution development requires discipline and a deep commitment to quality from inception to deployment. At Softaims, I leverage these skills daily to build resilient systems that stand the test of time. I am dedicated to making a tangible difference in client success. I prioritize clear communication and transparency throughout the development lifecycle to ensure every deliverable exceeds expectations.

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My name is Maksim D. and I have over 11 years years of experience in the tech industry. I specialize in the following technologies: node.js, JavaScript, React, TypeScript, Front-End Development, etc.. I hold a degree in . Some of the notable projects I’ve worked on include: GeoSpectral (GeoField) – Geospatial Web App MVP, Social Network mobile application for a hospitals network, Cinema booking desktop app, Wall panels constructor. I am based in Matosinhos, Portugal. I've successfully completed 4 projects while developing at Softaims. My expertise lies in deeply understanding and optimizing solution performance. I have a proven ability to profile systems, analyze data access methods, and implement caching strategies that dramatically reduce latency and improve responsiveness under load. I turn slow systems into high-speed performers. I focus on writing highly efficient, clean, and well-documented code that minimizes resource consumption without sacrificing functionality. This dedication to efficiency is how I contribute measurable value to Softaims’ clients by reducing infrastructure costs and improving user satisfaction. I approach every project with a critical eye for potential bottlenecks, proactively designing systems that are efficient from the ground up. I am committed to delivering software that sets the standard for speed and reliability.

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Ibrahim D., AI/Machine Learning Developer at Softaims

Ibrahim D.

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My name is Ibrahim D. and I have over 10 years years of experience in the tech industry. I specialize in the following technologies: Firewall, VoIP Administration, Cisco CallManager, Cisco Router, Network Administration, etc.. I hold a degree in Bachelor of Engineering (B.Eng.). Some of the notable projects I’ve worked on include: Indian Air Force Advanced UC features Deployment and Support, Norwegian Defence Voice System Security Enhancement, World Bank VoIP and UC Security Deployment, Egyptair UCCE Implementation, Credit Agricole Bank - Recording System Deployment and Integration, etc.. I am based in Cairo, Egypt. I've successfully completed 6 projects while developing at Softaims. My passion is building solutions that are not only technically sound but also deliver an exceptional user experience (UX). I constantly advocate for user-centered design principles, ensuring that the final product is intuitive, accessible, and solves real user problems effectively. I bridge the gap between technical possibilities and the overall product vision. Working within the Softaims team, I contribute by bringing a perspective that integrates business goals with technical constraints, resulting in solutions that are both practical and innovative. I have a strong track record of rapidly prototyping and iterating based on feedback to drive optimal solution fit. I’m committed to contributing to a positive and collaborative team environment, sharing knowledge, and helping colleagues grow their skills, all while pushing the boundaries of what's possible in solution development.

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