How do LLMs improve over time?

The question is about llm

Answer

LLMs improve over time through a combination of continuous training, fine-tuning, and user feedback. Organizations can update their models by retraining them on new data to incorporate recent language trends and knowledge. Fine-tuning allows models to adapt to specific tasks or domains, enhancing their performance. User feedback is invaluable, as it helps identify areas for improvement and informs adjustments to the model. Additionally, advancements in research and technology lead to the development of newer architectures and techniques, which can be integrated into existing models to boost their capabilities.

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Profile of Eslam A., Lead Data Scientist - AI, Machine Learning and LLM Platforms at Softaims
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Softaims
Eslam A., Lead Data Scientist - AI, Machine Learning and LLM Platforms at Softaims

Eslam A.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: EgyptEgypt
Suez
Eslam A. | SoftaimsMember Since 2017
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LLMLLM Prompt EngineeringData ScienceNatural Language ProcessingChatbot DevelopmentLangChainPythonOpenAI APIMachine LearningDeep Neural NetworkData MiningArtificial IntelligenceLarge Language ModelComputer VisionRecommendation SystemPython Scikit-Learn

My name is Eslam A. and I have over 8 years of experience in the tech industry. I specialize in the following technologies: Data Science, Natural Language Processing, Chatbot Development, LLM Prompt Engineering, LangChain, etc.. I hold a degree in Master's degree, Master's degree, Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: Colorize Your Grayscale Images Using DeOldify and Gradio, RCL Mastery of Tabular Data: Superior Stability & Accuracy (paper), Redefining Words: The Simple Power RCL in Text Classification (paper), Text-Image Generation with AltDiffusion Model for Arabic Dialects, Advanced AI Job Recruitment Recommendation System with Chatbot, etc.. I am based in Suez, Egypt. I've successfully completed 10 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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Experience
8 years
Availability
More than 30 hrs/week
Hourly Rate
$35
Rating
Previous Company
Microsoft
Profile of Mateo S., Senior Software Engineer - AI, Chatbot and LLM Platforms at Softaims
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Softaims
Mateo S., Senior Software Engineer - AI, Chatbot and LLM Platforms at Softaims

Mateo S.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC+01:00UTC+01:00
Country: CroatiaCroatia
Rijeka
Mateo S. | SoftaimsMember Since 2020
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LLMLLM PromptLLM Prompt EngineeringAI Agent DevelopmentAI ChatbotAI BotAI DevelopmentChatbotChatbot DevelopmentLarge Language ModelChatGPT

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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Experience
5 years
Availability
As Needed - Open to Offers
Hourly Rate
$70
Rating
Previous Company
BrightDock LLC
Profile of Shabbir B., Lead Software Engineer - AI, Web and Full-Stack Platforms at Softaims
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Softaims
Shabbir B., Lead Software Engineer - AI, Web and Full-Stack Platforms at Softaims

Shabbir B.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC-04:00UTC-04:00
Country: United StatesUnited States
Newark
Shabbir B. | SoftaimsMember Since 2008
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LLM Prompt EngineeringReactPHPVue.jsLaravelNode.jsWordPressShopifyAI PlatformPythonMagento

My name is Shabbir B. and I have over 17 years of experience in the tech industry. I specialize in the following technologies: React, PHP, Vue.js, Laravel, Node.js, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: Intellisphere- Gen AI GPT, Simplyfy- Personalised Loan lending application, TarkikWays_Logistic Portal development, Erin Condren-An extended Ecommerce Web app, Hybrid Care Outpatient Treatment, etc.. I am based in Newark, United States. I've successfully completed 15 projects while developing at Softaims. I specialize in architecting and developing scalable, distributed systems that handle high demands and complex information flows. My focus is on building fault-tolerant infrastructure using modern cloud practices and modular patterns. I excel at diagnosing and resolving intricate concurrency and scaling issues across large platforms. Collaboration is central to my success; I enjoy working with fellow technical experts and product managers to define clear technical roadmaps. This structured approach allows the team at Softaims to consistently deliver high-availability solutions that can easily adapt to exponential growth. I maintain a proactive approach to security and performance, treating them as integral components of the design process, not as afterthoughts. My ultimate goal is to build the foundational technology that powers client success and innovation.

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Experience
17 years
Availability
As Needed - Open to Offers
Hourly Rate
$25
Rating
Previous Company
ArsenalTech
Profile of Simon Robert T., Senior Software Engineer - Cloud, AI and Backend Platforms at Softaims
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Softaims
Simon Robert T., Senior Software Engineer - Cloud, AI and Backend Platforms at Softaims

Simon Robert T.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: GermanyGermany
Koeln
Simon Robert T. | SoftaimsMember Since 2020
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LLM Prompt EngineeringSoftware ArchitectureCloud ComputingArtificial IntelligenceFastAPIPostgreSQLIT Project ManagementDockerPythonAPI DevelopmentMicroserviceAI Agent DevelopmentMachine LearningData ScienceWeb Development

My name is Simon Robert T. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Software Architecture, Cloud Computing, Artificial Intelligence, FastAPI, PostgreSQL, etc.. I hold a degree in Master of Science (MS), Bachelor of Science (BS). Some of the notable projects I’ve worked on include: Real Estate Portfolio Management, Stock Portfolio Optimization, Healthcare Data Management Modernization, SaaS to analyze real estate property locations. I am based in Koeln, Germany. I've successfully completed 4 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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Experience
5 years
Availability
Full-time
Hourly Rate
$65
Rating
Previous Company
SAP
Profile of Hichem D., Lead Software Engineer - AI, Automation and CRM Platforms at Softaims
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Softaims
Hichem D., Lead Software Engineer - AI, Automation and CRM Platforms at Softaims

Hichem D.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: FranceFrance
Paris 19 Buttes-Chaumont
Hichem D. | SoftaimsMember Since 2017
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LLMMake.comAutomationCRM AutomationZapierMarketing AutomationRESTful APIAirtablePythonChatGPTChatGPT API IntegrationLarge Language ModelGenerative AIPrompt EngineeringMidjourney AIGoogle Apps Script

My name is Hichem D. and I have over 8 years of experience in the tech industry. I specialize in the following technologies: Make.com, Automation, CRM Automation, Zapier, Marketing Automation, etc.. I hold a degree in Master's degree, Bachelor of Applied Science (BASc), Engineer's degree. Some of the notable projects I've worked on include: AI Voice Note Taking System using ChatGPT, Make.com and Notion, Turning Google Docs into Image Carousels using Make.com, Turning an LLM into an API, Real Estate Recommendation Chatbot, Integrating AI into Google Sheets using GPT and Mixtral-46.7B, etc.. I am based in Paris 19 Buttes-Chaumont, France. I've successfully completed 10 projects while developing at Softaims. I specialize in architecting and developing scalable, distributed systems that handle high demands and complex information flows. My focus is on building fault-tolerant infrastructure using modern cloud practices and modular patterns. I excel at diagnosing and resolving intricate concurrency and scaling issues across large platforms. Collaboration is central to my success; I enjoy working with fellow technical experts and product managers to define clear technical roadmaps. This structured approach allows the team at Softaims to consistently deliver high-availability solutions that can easily adapt to exponential growth. I maintain a proactive approach to security and performance, treating them as integral components of the design process, not as afterthoughts. My ultimate goal is to build the foundational technology that powers client success and innovation.

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Experience
8 years
Availability
More than 30 hrs/week
Hourly Rate
$78.53
Rating
Previous Company
Bizebike
Profile of Andrii A., Software Engineer - Frontend, AI and Web Development at Softaims
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Softaims
Andrii A., Software Engineer - Frontend, AI and Web Development at Softaims

Andrii A.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC+03:00UTC+03:00
Country: UkraineUkraine
Uzhhorod
Andrii A. | SoftaimsMember Since 2025
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LLM PromptReactNext.jsSupabaseLaravelJavaScriptTypeScriptWeb DevelopmentArtificial IntelligencePythonNatural Language ProcessingChatbot DevelopmentAI Agent DevelopmentAPI DevelopmentLangChainApp DevelopmentAppsReact NativeNextjs

My name is Andrii A. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: React, Next.js, Supabase, Laravel, JavaScript, etc.. I hold a degree in , Bachelor's degree. Some of the notable projects I’ve worked on include: FlightScribe CMS, Restaurant Website and Booking AI Bot - React.js, OpenAI, Langchain, Social Media Platform - Next.js, shadcn/ui, Tailwind CSS and Supabase, MoveEase - React.js, Tailwind CSS, Next.js, shadcn/ui. I am based in Uzhhorod, Ukraine. I've successfully completed 4 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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Experience
2 years
Availability
Full-time
Hourly Rate
$25
Rating
Previous Company
DataArt
Profile of Abdelrahman H., Junior Software Engineer - AI, Full-Stack and General Development at Softaims
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Softaims
Abdelrahman H., Junior Software Engineer - AI, Full-Stack and General Development at Softaims

Abdelrahman H.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC+03:00UTC+03:00
Country: Saudi ArabiaSaudi Arabia
Riyadh
Abdelrahman H. | SoftaimsMember Since 2024
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LLMResearch & DevelopmentModel DeploymentAI App DevelopmentFull-Stack DevelopmentFront-End DevelopmentBack-End DevelopmentSaaS DevelopmentArtificial IntelligenceMachine LearningMachine Learning ModelOpenCVPythonPyTorchMultimodal Large Language ModelLarge Language ModelBackendFrontendFullstack

My name is Abdelrahman H. and I have over 1 year of experience in the tech industry. I specialize in the following technologies: Research & Development, Model Deployment, AI App Development, Full-Stack Development, Front-End Development, etc.. I hold a degree in , Master of Science (MS), Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: Lightweight fine-tuning-Bert for sequence classification using PEFT, Automated Mammography Reporting through Image-to-Text Translation, Magnification Specific Breast Histopathology Image Classification, IBSR Brain Tissue Segmentation, QnA Chatbot implementation with semantic search and promt-engineering, etc.. I am based in Riyadh, Saudi Arabia. I've successfully completed 12 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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Experience
1 year
Availability
As Needed - Open to Offers
Hourly Rate
$30
Rating
Previous Company
ScreenPoint Medical
Profile of Oleksandr M., Junior Software Engineer - AI, Cloud and General Development at Softaims
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Softaims
Oleksandr M., Junior Software Engineer - AI, Cloud and General Development at Softaims

Oleksandr M.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC+04:00UTC+04:00
Country: United Arab EmiratesUnited Arab Emirates
Dubai
Oleksandr M. | SoftaimsMember Since 2025
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LLM Prompt EngineeringArtificial IntelligenceComputer VisionMachine LearningAI Agent DevelopmentAI App DevelopmentChatbot DevelopmentLangChainPythonSupabaseNext.jsRESTful APIAPI Integrationn8nAmazon Web Services

My name is Oleksandr M. and I have over 0 years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, Computer Vision, Machine Learning, AI Agent Development, AI App Development, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I've worked on include: Real Estate Photo Enhancement - Python, Stable Diffusion, Fiction - AI Content Creator, Hotel Booking App, JourneyPlan, Travelnaut - AI Travel, etc.. I am based in Dubai, United Arab Emirates. I've successfully completed 9 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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Experience
1 Year
Availability
More than 30 hrs/week
Hourly Rate
$35
Rating
Previous Company
Al Almiya Alhura
Profile of Abdullah A., Lead Software Engineer - AI, Cloud and Database Platforms at Softaims
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Softaims
Abdullah A., Lead Software Engineer - AI, Cloud and Database Platforms at Softaims

Abdullah A.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC-08:00UTC-08:00
Country: CanadaCanada
Burnaby
Abdullah A. | SoftaimsMember Since 2018
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LLMArtificial IntelligenceAI Agent DevelopmentRetrieval Augmented GenerationPythonDjangoAmazon Web ServicesWeb ApplicationPostgreSQLDatabase ArchitectureDeployment AutomationNatural Language ProcessingLarge Language ModelLangChainLLaMAMachine Learning

My name is Abdullah A. and I have over 7 years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, AI Agent Development, Retrieval Augmented Generation, Python, Django, etc.. I hold a degree in Bachelor of Arts (BA). Some of the notable projects I've worked on include: AI Automation for Cybersecurity Vulnerability Management, Streamlining Tour Operator Websites with AI Automation, Django + DocuSign Integration. I am based in Burnaby, Canada. I've successfully completed 3 projects while developing at Softaims. I specialize in architecting and developing scalable, distributed systems that handle high demands and complex information flows. My focus is on building fault-tolerant infrastructure using modern cloud practices and modular patterns. I excel at diagnosing and resolving intricate concurrency and scaling issues across large platforms. Collaboration is central to my success; I enjoy working with fellow technical experts and product managers to define clear technical roadmaps. This structured approach allows the team at Softaims to consistently deliver high-availability solutions that can easily adapt to exponential growth. I maintain a proactive approach to security and performance, treating them as integral components of the design process, not as afterthoughts. My ultimate goal is to build the foundational technology that powers client success and innovation.

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Experience
7 years
Availability
As Needed - Open to Offers
Hourly Rate
$75
Rating
Previous Company
Autonomous Technologies
Profile of Viacheslav I., Software Engineer - AI, Cloud and Machine Learning Platforms at Softaims
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Softaims
Viacheslav I., Software Engineer - AI, Cloud and Machine Learning Platforms at Softaims

Viacheslav I.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC+01:00UTC+01:00
Country: Czech RepublicCzech Republic
Prague
Viacheslav I. | SoftaimsMember Since 2023
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LLM PromptMachine LearningPyTorchNumPyMachine Learning ModelComputer VisionModel DeploymentChatGPTAWS LambdaSoftware ArchitectureResearch & DevelopmentAmazon EC2Prompt EngineeringDevOps

My name is Viacheslav I. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Machine Learning, PyTorch, NumPy, Machine Learning Model, Computer Vision, etc.. I hold a degree in . Some of the notable projects I've worked on include: Text To Speech With Voice Cloning Feature, Scalable Diffusion Models with Transformers (DiT), Optimization of stable diffusion. I am based in Prague, Czech Republic. I've successfully completed 3 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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Experience
2 years
Availability
More than 30 hrs/week
Hourly Rate
$50
Rating
Previous Company
artroom.ai

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