The question is about llm
Key challenges in training an LLM include the need for vast computational resources and large datasets. Ensuring data quality and diversity is crucial to avoid biases and improve model performance. Training also requires significant time and expertise in fine-tuning hyperparameters and architectures. Additionally, balancing model complexity with efficiency and managing ethical concerns, such as data privacy and bias, are ongoing challenges that require careful consideration throughout the training process.
By Andrei Daniel P.
10 years of experience
My name is Andrei Daniel P. and I have over 10 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.
llm
Verified Expert in Engineering
UTC+01:00
Croatia
Member Since 2020
My name is Mateo S. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: AI Agent Development, AI Chatbot, AI Bot, AI Development, LLM Prompt, etc.. I hold a degree in Bachelor of Arts (BA). Some of the notable projects I've worked on include: Airbus - Machine Learning & Communication App, Sky News - News Platform, VERN' University - Desktop and Mobile App UX/UI Design, Huuk - Product design, iOS & Android app, Rita Ora - Website Design & Development, etc.. I am based in Rijeka, Croatia. I've successfully completed 10 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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Verified Expert in EngineeringUTC+02:00CyprusMember Since 2022My name is Andreas A. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Mathematics, Deep Learning, Natural Language Processing, Python, Machine Learning, etc.. I hold a degree in Bachelor's degree, Bachelor's degree, Master's degree. Some of the notable projects I've worked on include: IBM Machine Learning Professional Certificate, Unsupervised Machine Learning, What is Data Science, Tools for Data Science, Supervised Machine Learning, etc.. I am based in Nicosia, Cyprus. I've successfully completed 16 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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Verified Expert in EngineeringUTC+05:30IndiaMember Since 2024My name is Piyush Nandkishore H. and I have over 1 year of experience in the tech industry. I specialize in the following technologies: Web Development, CRM Development, React, Front-End Development, Back-End Development, etc.. I hold a degree in Bachelor of Technology (BTech). Some of the notable projects I've worked on include: Backend Engine For Visa Application Platform, Marketplace Platform, Sales CRM, Website Builder From Scratch, DeStreet - Decentralized Finance Platform. I am based in Kalaburagi, India. I've successfully completed 5 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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Verified Expert in EngineeringUTC+05:30IndiaMember Since 2022My name is Ashwani S. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Node.js, Python, Django, AI Chatbot, Large Language Model, etc.. I hold a degree in Bachelor of Technology (BTech). Some of the notable projects I've worked on include: CustomGPT Development & Troubleshooting, SmartChat AI-Powered Healthcare Assistant, PromptHealth, Churni.io, Telecom Platform, ERP Application, etc.. I am based in Panchkula, India. I've successfully completed 17 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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Verified Expert in EngineeringUTC+05:30IndiaMember Since 2019My name is Avneesh K. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Game Testing, Functional Testing, Software Testing, Web Testing, API Testing, etc.. I hold a degree in , . Some of the notable projects I’ve worked on include: Functional QA Engineer, e-Commerce Platform Testing(Confidential), Web and Mobile Testing, Manual & Automation of Trading Platform. I am based in Gautam Buddha Nagar, India. I've successfully completed 4 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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Verified Expert in EngineeringUTC+05:30IndiaMember Since 2012My name is Bhanu G. and I have over 13 years of experience in the tech industry. I specialize in the following technologies: Microsoft Azure, Python, Blazor, Azure DevOps, .NET Core, etc.. I hold a degree in Bachelor's, Other, High School. Some of the notable projects I've worked on include: AI-Powered Medical Scribe: Revolutionizing Healthcare Documentation, Healthcare AI Project using Generative AI, LLM, NLP, Azure, Python, Full Stack AI Developer using React/Python/.NET Core & LLM Integration, Azure AI Translation and LLM based News Mobile Application, Project Lead for a E Learning Product, etc.. I am based in Ranchi, India. I've successfully completed 25 projects while developing at Softaims. I am a business-driven professional; my technical decisions are consistently guided by the principle of maximizing business value and achieving measurable ROI for the client. I view technical expertise as a tool for creating competitive advantages and solving commercial problems, not just as a technical exercise. I actively participate in defining key performance indicators (KPIs) and ensuring that the features I build directly contribute to improving those metrics. My commitment to Softaims is to deliver solutions that are not only technically excellent but also strategically impactful. I maintain a strong focus on the end-goal: delivering a product that solves a genuine market need. I am committed to a development cycle that is fast, focused, and aligned with the ultimate success of the client's business.
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Verified Expert in EngineeringUTC-06:00United StatesMember Since 2022My name is Usman S. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Machine Learning Model, Python, Machine Learning, Computer Vision, Deep Learning, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: Quota Queen – AI Sales Roleplay Competitions Platform, GACAR.ai – Regulatory AI Search for Aviation, Fransis.ai – Conversational AI for HR & IT, Akquila – AI Candidate Evaluation Platform, AI-Powered Short Video Creation Platform, etc.. I am based in Richmond, United States. I've successfully completed 13 projects while developing at Softaims. I thrive on project diversity, possessing the adaptability to seamlessly transition between different technical stacks, industries, and team structures. This wide-ranging experience allows me to bring unique perspectives and proven solutions from one domain to another, significantly enhancing the problem-solving process. I quickly become proficient in new technologies as required, focusing on delivering immediate, high-quality value. At Softaims, I leverage this adaptability to ensure project continuity and success, regardless of the evolving technical landscape. My work philosophy centers on being a resilient and resourceful team member. I prioritize finding pragmatic, scalable solutions that not only meet the current needs but also provide a flexible foundation for future development and changes.
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Verified Expert in EngineeringUTC+05:30IndiaMember Since 2019My name is Dheeraj S. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Python, Generative AI, Large Language Model, Machine Learning, Artificial Intelligence, etc.. I hold a degree in Bachelor of Technology (BTech). Some of the notable projects I've worked on include: Farm Bureau – AI-Powered Insurance & Claims Platform, Rekkords – End-to-End SaaS for Scheduling, Analytics & Patient Care, WellUSync – AI-Powered Conversational Wellness Platform, QorrisAI – AI Multi-Agent Sales Automation with LangChain & GPT, Eclipss AI – Multilingual Chat Assistant, etc.. I am based in Gurgaon, India. I've successfully completed 27 projects while developing at Softaims. I am a business-driven professional; my technical decisions are consistently guided by the principle of maximizing business value and achieving measurable ROI for the client. I view technical expertise as a tool for creating competitive advantages and solving commercial problems, not just as a technical exercise. I actively participate in defining key performance indicators (KPIs) and ensuring that the features I build directly contribute to improving those metrics. My commitment to Softaims is to deliver solutions that are not only technically excellent but also strategically impactful. I maintain a strong focus on the end-goal: delivering a product that solves a genuine market need. I am committed to a development cycle that is fast, focused, and aligned with the ultimate success of the client's business.
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Verified Expert in EngineeringUTC+05:30IndiaMember Since 2016My name is Surmukh S. and I have over 9 years of experience in the tech industry. I specialize in the following technologies: Python, Chatbot, AI Bot, ChatGPT, Artificial Intelligence, etc.. I hold a degree in Master of Computer Applications (MCA). Some of the notable projects I've worked on include: Elyments The Social App, Hrexia (Orthorexia) - Health App, Prism A Project Management App, Artha, We sell Restaurants, etc.. I am based in Mohali, India. I've successfully completed 10 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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Verified Expert in EngineeringUTC+05:30IndiaMember Since 2021My name is Gaurav B. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Swift, ARKit, node.js, Augmented Reality, RealityKit, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: AI Agent for Repurposing of Content for Agency - Assembler, ClassWizard- AI for educators, Pulse : Fitness APP made in Flutter low, CRUSH AI Powered Dating APP, Crypto Wallet Development using Flutter, etc.. I am based in Ahmedabad, India. I've successfully completed 20 projects while developing at Softaims. Information integrity and application security are my highest priorities in development. I implement robust validation, encryption, and authorization mechanisms to protect sensitive data and ensure compliance. I am experienced in identifying and mitigating common security vulnerabilities in both new and existing applications. My work methodology involves rigorous testing—at the unit, integration, and security levels—to guarantee the stability and trustworthiness of the solutions I build. At Softaims, this dedication to security forms the basis for client trust and platform reliability. I consistently monitor and improve system performance, utilizing metrics to drive optimization efforts. I’m motivated by the challenge of creating ultra-reliable systems that safeguard client assets and user data.
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ScaleUp software
Working with Softaims allowed us to quickly onboard highly skilled engineers who integrated seamlessly with our team. The experience was smooth and the results exceeded our expectations.
Ex-VP Engineering at Uber
Softaims made hiring remote developers effortless. The talent matched our requirements perfectly, and collaboration with the team was extremely efficient.
CT0 at EdAider
The Softaims platform gave us access to developers who immediately added value. Their expertise and professionalism made the entire process seamless.
Hello Median
Softaims helped us scale our engineering team quickly. The quality of the developers and the speed of onboarding were impressive.
Github
Stackoverflow
