What role does machine learning play in generative AI?

The question is about generative ai

Answer

Machine learning is at the core of generative AI, providing the frameworks and algorithms that enable the creation of new content. Techniques such as neural networks, reinforcement learning, and unsupervised learning are commonly used to train generative models. Machine learning allows these models to learn patterns and structures from data, which they use to generate new instances. The continuous advancements in machine learning algorithms and techniques directly contribute to the improvements in the quality and capabilities of generative AI systems.

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Profile of Yohannes W., Software Engineer - Mobile, Web and Generative AI Platforms at Softaims
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Yohannes W., Software Engineer - Mobile, Web and Generative AI Platforms at Softaims

Yohannes W.

generative-ai

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Timezone: UTC+03:00UTC+03:00
Country: EthiopiaEthiopia
Addis Ababa
Yohannes W. | SoftaimsMember Since 2023
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FlutterApp DevelopmentReactNode.jsPythonAndroid App DevelopmentWeb DevelopmentGenerative AIn8nFastAPIFlaskC++C#React NativeNextjs

My name is Yohannes W. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Flutter, App Development, React, node.js, Python, etc.. I hold a degree in Bachelor of Applied Science (BASc), Bachelor of Applied Science (BASc). Some of the notable projects I’ve worked on include: SkillNet Ethiopia - Comprehensive Talent Hiring Platform, Centralized educational platform for A2SV Education, My portofolio, Food delivery Full Stack Website(React,Node.js,Moongose,Express), Ecommerce App. I am based in Addis Ababa, Ethiopia. I've successfully completed 5 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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2 years
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Full-time
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$25
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Addis Software
Profile of Nishant D., Software Engineer - AI, Python and Generative AI Platforms at Softaims
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Softaims
Nishant D., Software Engineer - AI, Python and Generative AI Platforms at Softaims

Nishant D.

generative-ai

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Timezone: UTC+05:45UTC+05:45
Country: NepalNepal
Bhaktapur
Nishant D. | SoftaimsMember Since 2022
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PythonGenerative AILangChainAI Agent DevelopmentChatGPT APILoRaComputer VisionTransformer ModelModel DeploymentData AnnotationDeep LearningData ScienceLarge Language ModelPrompt EngineeringHugging FaceLLM

My name is Nishant D. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Python, Generative AI, LangChain, AI Agent Development, ChatGPT API, etc.. I hold a degree in Bachelor of Technology (BTech). Some of the notable projects I've worked on include: Aerial Image Segmentation Using UNET, RL Agent Playing Mario Using PPO Algorithms, Movie Recommendation System, Scraping CS Domain Abstracts from arXiv (1995-2018). I am based in Bhaktapur, Nepal. I've successfully completed 4 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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3 years
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More than 30 hrs/week
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Omdena
Profile of Istvan O., Lead Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims
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Softaims
Istvan O., Lead Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims

Istvan O.

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Timezone: UTC+01:00UTC+01:00
Country: SerbiaSerbia
St.Moravica
Istvan O. | SoftaimsMember Since 2015
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Machine LearningChatbotArtificial IntelligenceBiotechnologyInformation SecurityDrug DiscoveryBiomedical EngineeringEthical HackingGenerative AILLM Prompt EngineeringAI Agent DevelopmentLangChainPrompt Engineeringn8nAutomation

My name is Istvan O. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: Machine Learning, Chatbot, Artificial Intelligence, Biotechnology, Information Security, etc.. I hold a degree in Master's degree, . Some of the notable projects I've worked on include: AI chatbot dev, AI Research, Image processing Computer Vision, Support, Programming for Heads As stockholm. I am based in St.Moravica, Serbia. I've successfully completed 3 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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1 Year
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More than 30 hrs/week
Hourly Rate
$35
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Storylines
Profile of Asif C., Senior Software Engineer - AI, Python and Generative AI Platforms at Softaims
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Softaims
Asif C., Senior Software Engineer - AI, Python and Generative AI Platforms at Softaims

Asif C.

generative-ai

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Timezone: UTC-08:00UTC-08:00
Country: United StatesUnited States
San Francisco
Asif C. | SoftaimsMember Since 2021
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Artificial IntelligenceMachine LearningNatural Language ProcessingAI ChatbotRetrieval Augmented GenerationGenerative AIAI Agent DevelopmentAI PlatformGenerative AI Prompt EngineeringLangChainLarge Language ModelPythonAI Mobile App DevelopmentGenerative AI PromptChatbot

My name is Asif C. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, Machine Learning, Natural Language Processing, AI Chatbot, Retrieval Augmented Generation, etc.. I hold a degree in , Master of Computer Science (MSCS). Some of the notable projects I've worked on include: Chatbot Builder with AI Agents, AI Resume Parser, BitPay Crypto Payment Integration Website, I UX designer for a SaaS Product Website ✦ Libry, Flood Restoration Booking Website, etc.. I am based in San Francisco, United States. I've successfully completed 13 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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4 years
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$40
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Eden Prime Inc (Remote)
Profile of Zakaria F., Software Engineer - AI, Deep Learning and Generative AI Platforms at Softaims
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Softaims
Zakaria F., Software Engineer - AI, Deep Learning and Generative AI Platforms at Softaims

Zakaria F.

generative-ai

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Timezone: UTC+03:00UTC+03:00
Country: EgyptEgypt
Al Haram
Zakaria F. | SoftaimsMember Since 2022
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AI Agent DevelopmentChatbotAI ConsultingLLM PromptChatGPTDeep LearningNatural Language ProcessingComputer VisionLarge Language ModelGenerative AIGeminiAgent GPTClaudeChatbot DevelopmentAI App DevelopmentLLM

My name is Zakaria F. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: AI Agent Development, Chatbot, AI Consulting, LLM Prompt, ChatGPT, etc.. I hold a degree in Bachelor's degree. Some of the notable projects I've worked on include: Chat With YouTube, Science MCQ QA LMs, RAG, Emotopia-Mood-Enhancer, Multi Label classification on lung diseases, etc.. I am based in Al Haram, Egypt. I've successfully completed 8 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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3 years
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National Telecommunication Institute
Profile of Abdelhadi A., Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims
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Softaims
Abdelhadi A., Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims

Abdelhadi A.

generative-ai

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Timezone: UTC+01:00UTC+01:00
Country: FranceFrance
Paris
Abdelhadi A. | SoftaimsMember Since 2022
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Retrieval Augmented GenerationLLM Prompt EngineeringGenerative AIAI App DevelopmentMachine LearningArtificial IntelligenceHugging FaceVector EmbeddingVector DatabaseLLaMALangChainAI Agent Developmentn8nZapier

My name is Abdelhadi A. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Retrieval Augmented Generation, LLM Prompt Engineering, Generative AI, AI App Development, Machine Learning, etc.. I hold a degree in Doctor of Philosophy (PhD). Some of the notable projects I've worked on include: My services, ToThePoint.ai, LeDroit.ai, RAGbase.ai, HeyCloud, etc.. I am based in Paris, France. I've successfully completed 7 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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3 years
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PacketAI
Profile of Wanigasinghe R., Lead Software Engineer - AI, Cloud and Generative AI Platforms at Softaims
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Softaims
Wanigasinghe R., Lead Software Engineer - AI, Cloud and Generative AI Platforms at Softaims

Wanigasinghe R.

generative-ai

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Timezone: UTC+05:30UTC+05:30
Country: Sri LankaSri Lanka
Hungama
Wanigasinghe R. | SoftaimsMember Since 2015
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PythonNeo4jMachine LearningAI Model IntegrationLarge Language ModelGenerative AIAzure OpenAI ServiceArtificial IntelligenceLangChainAI Agent DevelopmentRetrieval Augmented GenerationAI DevelopmentAzure Bot ServiceMicrosoft TeamsMicrosoft Outlook DevelopmentLLM

My name is Wanigasinghe R. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: Python, Neo4j, Machine Learning, AI Model Integration, Large Language Model, etc.. I hold a degree in , Bachelor of Science (BS). Some of the notable projects I've worked on include: Browser Using AI Agent that will Do your tasks for you, AI Research Blogging bot that will Scrape web and Generate Blogs, WhatsApp Integrated to OpenAI GPT Assistant, AI Portal With AI Tools. I am based in Hungama, Sri Lanka. I've successfully completed 4 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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Verdentra LLC
Profile of Sanjay K., Lead Software Engineer - AI, Automation and Generative AI Platforms at Softaims
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Softaims
Sanjay K., Lead Software Engineer - AI, Automation and Generative AI Platforms at Softaims

Sanjay K.

generative-ai

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Timezone: UTC-04:00UTC-04:00
Country: CanadaCanada
Toronto
Sanjay K. | SoftaimsMember Since 2014
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AI Agent DevelopmentChatbot DevelopmentAI ChatbotChatGPT API IntegrationOpenAI APIGenerative AIRetrieval Augmented GenerationLLM Prompt EngineeringLangChainElevenLabsAutomationMake.comAI Model IntegrationReal EstateReal Estate Project Management Software

My name is Sanjay K. and I have over 11 years of experience in the tech industry. I specialize in the following technologies: AI Agent Development, Chatbot Development, AI Chatbot, ChatGPT API Integration, OpenAI API, etc.. I hold a degree in Master of Computer Applications (MCA), Master of Business Administration (MBA). Some of the notable projects I've worked on include: AI Agent for Trip Planning (Multi-Agent, Kaiban.js, LangChain), AI Agent VoiceBot/VoiceCall for law firms & Immigration services leads, AI Agent VoiceBot/VoiceCall for Loan Approval, Chatbot integration with HubSpot through Zapier, HR Chatbot with LangChain & OpenAI/ChatGPT, etc.. I am based in Toronto, Canada. I've successfully completed 7 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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11 years
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More than 30 hrs/week
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$35
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Deligence Technologies Pvt. Ltd.
Profile of Ygor A., Senior Software Engineer - AI, Web and Generative AI Platforms at Softaims
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Softaims
Ygor A., Senior Software Engineer - AI, Web and Generative AI Platforms at Softaims

Ygor A.

generative-ai

Verified BadgeVerified Expert in Engineering
Timezone: UTC-03:00UTC-03:00
Country: BrazilBrazil
Joao Pessoa
Ygor A. | SoftaimsMember Since 2021
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PythonChatbotAI BotChatGPTGPT-4Web ScrapingData ScrapingArtificial IntelligenceWeb DevelopmentGenerative AIAI ChatbotChatbot DevelopmentLangChainLarge Language ModelClaudeLLM

My name is Ygor A. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Python, Chatbot, AI Bot, ChatGPT, GPT-4, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: Full Stack AI-Powered Application Development (OpenAI Experience), AI Agents using Open Source LLM (LLama 3), LLM Agentic Workflows using CrewAI and Langgraph, Solar Tracker Control AI Based. I am based in Joao Pessoa, Brazil. 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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Experience
4 years
Availability
As Needed - Open to Offers
Hourly Rate
$60
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EMBRAPII - Brazilian Company of Industrial Research and Innovation
Profile of Zein I., Senior Software Engineer - AI, Cloud and Generative AI Platforms at Softaims
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Softaims
Zein I., Senior Software Engineer - AI, Cloud and Generative AI Platforms at Softaims

Zein I.

generative-ai

Verified BadgeVerified Expert in Engineering
Timezone: UTC+08:00UTC+08:00
Country: IndonesiaIndonesia
Kutai Kartanegara
Zein I. | SoftaimsMember Since 2020
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GPT-4ChatGPTLangChainWeb ApplicationAPI IntegrationStreamlitVector DatabaseAzure OpenAI ServicePineconeGenerative AIArtificial IntelligenceNatural Language ProcessingLarge Language ModelAI ChatbotGenerative AI SoftwareLLM

My name is Zein I. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: GPT-4, ChatGPT, LangChain, Web Application, API Integration, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: Automating AI Translation with n8n, Airtable, and DeepL, WhatsApp AI Chatbot, RAG Chatbot with Azure OpenAI and Azure AI Search, Custom AI Chatbot for QnA: Leveraging RAG and LLMs for Document Search, Slack Bot Integration with OpenAI API, etc.. I am based in Kutai Kartanegara, Indonesia. I've successfully completed 26 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
5 years
Availability
More than 30 hrs/week
Hourly Rate
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Fireworks Digital

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