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 Miteshkumar P., Lead Software Engineer - AI, Generative AI and AI Platforms at Softaims
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Miteshkumar P., Lead Software Engineer - AI, Generative AI and AI Platforms at Softaims

Miteshkumar P.

India

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

Dmytrii M.

Ukraine

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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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Uttam A., Lead Software Engineer - AI, Cloud and Generative AI Platforms at Softaims

Uttam A.

India

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Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
New Delhi
Uttam A. | SoftaimsMember Since 2014
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My name is Uttam A. and I have over 11 years of experience in the tech industry. I specialize in the following technologies: Dashboard, Machine Learning, Elasticsearch, Python, node.js, etc.. I hold a degree in Bachelor of Technology (BTech). Some of the notable projects I’ve worked on include: AI-driven analysis tool using Langchain for a leading real estate firm, Data from CRM via Zapier to Google Sheets (Dynamic) to PowerBI, Data Management, ETL, and Data Automation, Data Studio Dashboard with a data pipeline tool, CRM (Monday.com, Make.com) to Data Warehouse to Klipfolio Dashboard, etc.. I am based in New Delhi, India. I've successfully completed 63 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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11 years
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$35
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Profile of Abhik M., Software Engineer - AI, Generative AI and Computer Vision Platforms at Softaims
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Abhik M., Software Engineer - AI, Generative AI and Computer Vision Platforms at Softaims

Abhik M.

India

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Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Kharagpur
Abhik M. | SoftaimsMember Since 2023
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Computer VisionDeep LearningObject DetectionMedical ImagingStable DiffusionGenerative AILarge Language ModelRetrieval Augmented GenerationChatGPTChatbotLangChainAI Agent DevelopmentLLM PromptVector DatabaseVector EmbeddingLLM

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Bhargav T., Senior Backend Engineer - AI, Python and Generative AI Platforms at Softaims

Bhargav T.

India

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Country: IndiaIndia
Surat
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Profile of Harsh Vardhan M., Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims
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Harsh Vardhan M., Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims

Harsh Vardhan M.

India

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Country: IndiaIndia
Greater Noida
Harsh Vardhan M. | SoftaimsMember Since 2022
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Profile of Sandip R., Software Engineer - AI, Node.js and Generative AI Platforms at Softaims
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Sandip R., Software Engineer - AI, Node.js and Generative AI Platforms at Softaims

Sandip R.

India

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Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Ahmedabad
Sandip R. | SoftaimsMember Since 2023
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Profile of Tony S., Lead Software Engineer - AI, Cloud and Generative AI Platforms at Softaims
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Tony S., Lead Software Engineer - AI, Cloud and Generative AI Platforms at Softaims

Tony S.

Indonesia

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Timezone: UTC+08:00UTC+08:00
Country: IndonesiaIndonesia
Tabanan
Tony S. | SoftaimsMember Since 2015
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Profile of Ebenge U., Software Engineer - AI, Deep Learning and Generative AI Platforms at Softaims
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Ebenge U., Software Engineer - AI, Deep Learning and Generative AI Platforms at Softaims

Ebenge U.

France

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Timezone: UTC+02:00UTC+02:00
Country: FranceFrance
Bezons
Ebenge U. | SoftaimsMember Since 2022
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My name is Ebenge U. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Deep Learning, Model Optimization, Machine Learning Model, Machine Learning, Natural Language Processing, etc.. I hold a degree in Bachelor of Science (BS), Master of Science (MS), Doctor of Philosophy (PhD), Master of Computer Science (MSCS). Some of the notable projects I've worked on include: OpenAI Experience - LangChain Developer, OpenAI Experience - Prompt Engineer, OpenAI Experience - Prompt Engineer. I am based in Bezons, France. 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 Ankit M., Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims
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Ankit M., Software Engineer - AI, Machine Learning and Generative AI Platforms at Softaims

Ankit M.

India

generative-ai

Verified BadgeVerified Expert in Engineering
Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Noida
Ankit M. | SoftaimsMember Since 2022
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Availability
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