What skills are needed to work with generative AI?

The question is about generative ai

Answer

Working with generative AI requires a blend of technical and analytical skills. Proficiency in programming languages like Python and familiarity with machine learning frameworks such as TensorFlow or PyTorch are essential. Understanding deep learning concepts and models like GANs and VAEs is crucial. Data analysis skills are needed to preprocess and interpret data effectively. Additionally, problem-solving abilities and creativity are important for developing innovative AI solutions. A strong foundation in mathematics, particularly linear algebra and statistics, helps in understanding and optimizing AI models.

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    By Oleksandr K.

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    10 years of experience

My name is Oleksandr K. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: JavaScript, Stable Diffusion, Cloud Architecture, PyTorch, TensorFlow, etc.. I hold a degree in Master of Computer Applications (MCA), . Some of the notable projects I've worked on include: Generative AI Backend for architectrender.com, Generative AI backend for Architecture redesign app, Generative AI Backend for logodiffusion.com, Stable Diffusion SAAS. I am based in Vinnitsya, Ukraine. 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.

Previously worked at:Agile Engine

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Profile of Rohit P., Senior Software Engineer - AI, Cloud and Generative AI Platforms at Softaims
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Rohit P., Senior Software Engineer - AI, Cloud and Generative AI Platforms at Softaims

Rohit P.

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Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Bangalore
Rohit P. | SoftaimsMember Since 2019
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Computer VisionPyTorchDeep LearningPythonMachine LearningNatural Language ProcessingCloud ComputingArtificial IntelligenceGenerative AILarge Language ModelWeb CrawlingAzure OpenAI ServiceLLaMALLMAnythingDevinVibeCode

My name is Rohit P. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, PyTorch, Deep Learning, Python, Machine Learning, etc.. I hold a degree in Other, Master of Science (MS), Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: Co-pilot for K-12 teachers to create educational content using OpenAI, AI Virtual Agent for Enhanced Live Interviews, Using AI to predict the success of startups for venture capitalists. I am based in Bangalore, India. I've successfully completed 3 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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Profile of Weipeng Z., Senior Software Engineer - AI, Data Science and Generative AI Platforms at Softaims
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Softaims
Weipeng Z., Senior Software Engineer - AI, Data Science and Generative AI Platforms at Softaims

Weipeng Z.

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Timezone: UTC-05:00UTC-05:00
Country: United StatesUnited States
Atlanta
Weipeng Z. | SoftaimsMember Since 2020
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PythonComputer VisionMachine LearningData ScienceData EngineeringChatbotDistributed ComputingGenerative AILangChainLLM PromptChatGPTOpenAI API

My name is Weipeng Z. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Python, Computer Vision, Machine Learning, Data Science, Data Engineering, etc.. I hold a degree in , Bachelor of Science (BS), Doctor of Philosophy (PhD). Some of the notable projects I've worked on include: Vision AI Medical Research (With Johns Hopkins Uni; OpenAI Experience), Large Scale Automated AI Outreach (OpenAI Experience), Advanced, accurate and long-term memory AI Chatbot (OpenAI Experience), Advancing Client Analytics in Advertising Performance Score System, Enhancing Medical Residency Exam Prep with Advanced Analytics, etc.. I am based in Atlanta, United States. I've successfully completed 8 projects while developing at Softaims. I value a collaborative environment where shared knowledge leads to superior outcomes. I actively mentor junior team members, conduct thorough quality reviews, and champion engineering best practices across the team. I believe that the quality of the final product is a direct reflection of the team's cohesion and skill. My experience at Softaims has refined my ability to effectively communicate complex technical concepts to non-technical stakeholders, ensuring project alignment from the outset. I am a strong believer in transparent processes and iterative delivery. My main objective is to foster a culture of quality and accountability. I am motivated to contribute my expertise to projects that require not just technical skill, but also strong organizational and leadership abilities to succeed.

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5 years
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Profile of Viktor G., Software Engineer - UI/UX, Generative AI and Web Design at Softaims
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Viktor G., Software Engineer - UI/UX, Generative AI and Web Design at Softaims

Viktor G.

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Timezone: UTC+02:00UTC+02:00
Country: North MacedoniaNorth Macedonia
Skopje
Viktor G. | SoftaimsMember Since 2021
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FigmaUser Interface DesignUser Experience DesignUI/UX PrototypingUX & UIWeb DesignMobile App DesignLanding PageUsability TestingWebflowSoftware DesignGenerative AIPrompt EngineeringGenerative DesignSaaSGames

My name is Viktor G. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Figma, User Interface Design, User Experience Design, UI/UX Prototyping, UX & UI, etc.. I hold a degree in , , Bachelor's degree. Some of the notable projects I’ve worked on include: Consumer Participation Platform, Food Delivery App, Dashboard, InterviewPro: Revolutionizing Job Interview Preparation AI-Driven, Crypto Trade Mobile app, etc.. I am based in Skopje, North Macedonia. I've successfully completed 6 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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Full-time
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$25
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Horizon Tech
Profile of Ahmed S., Lead Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims
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Ahmed S., Lead Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims

Ahmed S.

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Timezone: UTC-07:00UTC-07:00
Country: CanadaCanada
Toronto
Ahmed S. | SoftaimsMember Since 2016
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Machine LearningDeep LearningComputer VisionLarge Language ModelGenerative AIAI Agent DevelopmentAutomationML AutomationAI DevelopmentAI Model IntegrationPrompt EngineeringOpenAI APIAmazon BedrockArtificial IntelligencePythonHeybossasimEZsite

My name is Ahmed S. and I have over 9 years of experience in the tech industry. I specialize in the following technologies: Machine Learning, Deep Learning, Computer Vision, Large Language Model, Generative AI, etc.. I hold a degree in Bachelor of Engineering (BEng), Master's degree. Some of the notable projects I've worked on include: AWS-Powered Facial Recognition Web Application, AI Visibility Analyzer (https://www.visibilityreport.ai/), AI-Powered Survey Platform for Personalized Customer Feedback, AI Advertisement Content Classification System, AI-Powered Influencer & Market Intelligence System, etc.. I am based in Toronto, Canada. I've successfully completed 15 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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Profile of Ivan T., Senior Software Engineer - AI, SaaS and Generative AI Platforms at Softaims
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Ivan T., Senior Software Engineer - AI, SaaS and Generative AI Platforms at Softaims

Ivan T.

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Country: IndonesiaIndonesia
Bali
Ivan T. | SoftaimsMember Since 2019
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My name is Ivan T. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: AI Platform, LLM Prompt, ChatGPT, LLM Prompt Engineering, ChatGPT API Integration, etc.. Some of the notable projects I’ve worked on include: AI Deep Company Research Agent, AI-Driven ABM & Sales Outreach Tool, AI Sales Call Analysis Agent, AI Multichannel Social Media Agent, AI-Powered Shopify Blog Writer, etc.. I am based in Bali, Indonesia. I've successfully completed 12 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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6 years
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Profile of Harshil P., Senior Software Engineer - AI, Web and Generative AI Platforms at Softaims
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Harshil P., Senior Software Engineer - AI, Web and Generative AI Platforms at Softaims

Harshil P.

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Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Bardoli
Harshil P. | SoftaimsMember Since 2020
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My name is Harshil P. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: React, AI Development, AI Agent Development, Retrieval Augmented Generation, Generative AI, etc.. I hold a degree in Master of Science in Information Technology (MSc(IT)), Bachelor of Science in Information Technology. Some of the notable projects I've worked on include: Social Media APP, PrimeLab, Bilflo, Lotic System for Healthcare, Insurance. I am based in Bardoli, India. I've successfully completed 5 projects while developing at Softaims. I value a collaborative environment where shared knowledge leads to superior outcomes. I actively mentor junior team members, conduct thorough quality reviews, and champion engineering best practices across the team. I believe that the quality of the final product is a direct reflection of the team's cohesion and skill. My experience at Softaims has refined my ability to effectively communicate complex technical concepts to non-technical stakeholders, ensuring project alignment from the outset. I am a strong believer in transparent processes and iterative delivery. My main objective is to foster a culture of quality and accountability. I am motivated to contribute my expertise to projects that require not just technical skill, but also strong organizational and leadership abilities to succeed.

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Profile of Wamiq R., Lead Software Engineer - AI, Deep Learning and Generative AI Platforms at Softaims
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Wamiq R., Lead Software Engineer - AI, Deep Learning and Generative AI Platforms at Softaims

Wamiq R.

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Timezone: UTC+02:00UTC+02:00
Country: ItalyItaly
Trento
Wamiq R. | SoftaimsMember Since 2015
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My name is Wamiq R. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: Deep Learning, Computer Vision, PyTorch, Machine Learning, Convolutional Neural Network, etc.. I hold a degree in Master's degree. Some of the notable projects I've worked on include: Agentic Interviewer: AI-powered technical interview platform, AI Text to Humanize Text Bypassing AI Detector Undetectable AI, Building a Production-Ready Dynamic Survey Bot with LLM Integration, Chatbot AI-Powered Information Retrieval from PDFs, Document QA RAG App with Integration on AWS, etc.. I am based in Trento, Italy. I've successfully completed 7 projects while developing at Softaims. I value a collaborative environment where shared knowledge leads to superior outcomes. I actively mentor junior team members, conduct thorough quality reviews, and champion engineering best practices across the team. I believe that the quality of the final product is a direct reflection of the team's cohesion and skill. My experience at Softaims has refined my ability to effectively communicate complex technical concepts to non-technical stakeholders, ensuring project alignment from the outset. I am a strong believer in transparent processes and iterative delivery. My main objective is to foster a culture of quality and accountability. I am motivated to contribute my expertise to projects that require not just technical skill, but also strong organizational and leadership abilities to succeed.

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$65
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Profile of Dmytrii M., Junior Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims
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Softaims
Dmytrii M., Junior Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims

Dmytrii M.

generative-ai

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Timezone: UTC+03:00UTC+03:00
Country: UkraineUkraine
Avdiivka
Dmytrii M. | SoftaimsMember Since 2024
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Artificial IntelligenceMachine LearningPythonVertex AIStable DiffusionChatbotComputer VisionOpenAI APIFastAPIGenerative AITensorFlowData MiningTransformer ModelLlama 3Large Language ModelEZsitedev fundevlo

My name is Dmytrii M. and I have over 1 year of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, Machine Learning, Python, Vertex AI, Stable Diffusion, etc.. I hold a degree in , Bachelor of Computer Science (BCompSc). Some of the notable projects I've worked on include: Vindfall Fallen Trees, High-Precision Dental X-Ray Annotation for AI, Chat with Document & Web Search. I am based in Avdiivka, Ukraine. I've successfully completed 3 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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Profile of Miteshkumar P., Lead Software Engineer - AI, Generative AI and AI Platforms at Softaims
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Softaims
Miteshkumar P., Lead Software Engineer - AI, Generative AI and AI Platforms at Softaims

Miteshkumar P.

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Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Ahmedabad
Miteshkumar P. | SoftaimsMember Since 2014
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Computer VisionGenerative AILarge Language ModelChatbotAI App DevelopmentAI Agent DevelopmentAI DevelopmentAI Image GenerationAI Consultingn8nLangChainAI Video GenerationHealthcare ITAI ImplementationAI Product ManagementLLMLazy AICody by SourcegraphTabnine

My name is Miteshkumar P. and I have over 11 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, Generative AI, Large Language Model, Chatbot, AI App Development, etc.. I hold a degree in Bachelor of Technology (BTech), Master of Technology (MTech). Some of the notable projects I've worked on include: Prompt-to-Plan: AI Home Layout Generator with Real-Time Customization, Optimizing Civil Situation Plan Approval, AI-Driven eCRF Automation for Clinical Trials, No Code Platform for Computer Vision Application, Floorplan Recognition System, etc.. I am based in Ahmedabad, India. I've successfully completed 25 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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11 years
Availability
More than 30 hrs/week
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$35
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Profile of Volodymyr K., Lead Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims
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Softaims
Volodymyr K., Lead Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims

Volodymyr K.

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Timezone: UTC+02:00UTC+02:00
Country: RomaniaRomania
Cluj-Napoca
Volodymyr K. | SoftaimsMember Since 2015
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ChatGPTPythonLangChainAI ChatbotChatbot IntegrationGenerative AIMachine LearningPrompt EngineeringArtificial IntelligenceLLM Prompt EngineeringNatural Language ProcessingDeep LearningNeural NetworkComputer VisionPyTorchasimEZsitedev fun

My name is Volodymyr K. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: ChatGPT, Python, LangChain, AI Chatbot, Chatbot Integration, etc.. I hold a degree in Master of Computer Applications (MCA). Some of the notable projects I've worked on include: AI/RAG Document Search for Industry-Specific Use Cases, Personal AI Assistant for Emotional Support and Coaching, AI-Powered Risk Assessment for Insurance Reports, LLM-Based Legal Document Search & Analysis, AI Agents for Recruiting Agencies, etc.. I am based in Cluj-Napoca, Romania. I've successfully completed 14 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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1 Year
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