;

What are the key challenges in training an LLM?

The question is about llm

Answer

Training an LLM presents several challenges, including the need for vast amounts of high-quality data, which can be difficult to obtain and curate. The computational resources required for training are also significant, often necessitating specialized hardware and expertise. Additionally, ensuring that the model does not learn biases present in the training data is crucial, as this can lead to ethical concerns and affect the model's reliability. Finally, fine-tuning the model for specific applications while maintaining its general capabilities adds another layer of complexity.

Hire Remote Llm Developers

Profile of Sergey V., Data Scientist at Softaims
View full profile
Softaims
Sergey V., Data Scientist at Softaims

Sergey V.

llm

Verified BadgeVerified Expert in Engineering
  • Sergey V.
    Timezone
    UTC+03:00
  • Sergey V.
    Country
    Ukraine
  • Sergey V.
    Member since
    Softaims Member Since 2016
View and Hire Arrow Icon

My name is Sergey V. and I have over 9 years years of experience in the tech industry. I specialize in the following technologies: AIOps, MLOps, Machine Learning, DevOps Engineering, Amazon Web Services, etc.. I hold a degree in Master of Computer Applications (MCA), Master of Computer Applications (MCA). Some of the notable projects I’ve worked on include: The AI module development, AI doctor's assistant, Smart AI Assistant development, AI-Powered Food Delivery Tool, DevOps, etc.. I am based in Kharkov, Ukraine. I've successfully completed 20 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.

Show More
  • Experience9 years
  • AvailabilityFull-time
Profile of Adam H., Full Stack Developer at Softaims
View full profile
Softaims
Adam H., Full Stack Developer at Softaims

Adam H.

llm

Verified BadgeVerified Expert in Engineering
  • Adam H.
    Timezone
    UTC-07:00
  • Adam H.
    Country
    United States
  • Adam H.
    Member since
    Softaims Member Since 2023
View and Hire Arrow Icon

My name is Adam H. and I have over 2 years years of experience in the tech industry. I specialize in the following technologies: PHP, Laravel, MySQL, JavaScript, CSS, etc.. Some of the notable projects I’ve worked on include: n8n Voice AI Agent (Telegram), n8n Multi-tenant RAG chatbot, n8n Invoice Collector, n8n Summarize GIT History for Client Email, n8n Blog idea generator.. I am based in Los Angeles, United States. 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.

Show More
  • Experience2 years
  • AvailabilityFull-time
Profile of Saqib S., Full Stack Developer at Softaims
View full profile
Softaims
Saqib S., Full Stack Developer at Softaims

Saqib S.

llm

Verified BadgeVerified Expert in Engineering
  • Saqib S.
    Timezone
    UTC-08:00
  • Saqib S.
    Country
    United States
  • Saqib S.
    Member since
    Softaims Member Since 2019
View and Hire Arrow Icon

My name is Saqib S. and I have over 6 years years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, LLM Prompt Engineering, Graph Database, Deep Learning, Natural Language Processing, etc.. I hold a degree in Bachelor of Applied Science (BASc), Master's degree. Some of the notable projects I’ve worked on include: Portfolio, AI-Powered Resume Ranking & Parsing System for Automated Hiring, AI-Powered Business Incubator Platform, HomeShield: AI-Powered Real-Time Home Safety Monitoring System, AI-Powered Floor Plan Icon Matcher - Interactive Tool for Architects, etc.. I am based in Sugar Land, United States. I've successfully completed 49 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.

Show More
  • Experience6 years
  • AvailabilityFull-time
Profile of Zaid A., AI/Machine Learning Developer at Softaims
View full profile
Softaims
Zaid A., AI/Machine Learning Developer at Softaims

Zaid A.

llm

Verified BadgeVerified Expert in Engineering
  • Zaid A.
    Timezone
    UTC+03:00
  • Zaid A.
    Country
    Yemen
  • Zaid A.
    Member since
    Softaims Member Since 2024
View and Hire Arrow Icon

My name is Zaid A. and I have over 1 year years of experience in the tech industry. I specialize in the following technologies: Amazon SageMaker, AWS Glue, Machine Learning, Deep Learning, Data Science, etc.. I hold a degree in . Some of the notable projects I’ve worked on include: Smart Quiz, Yooxford LMS platform, Awsan Ecommerce, Easy E-Wallet app, Remote Freelancer. I am based in Sanaa, Yemen. I've successfully completed 5 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.

Show More
  • Experience1 year
  • AvailabilityFull-time
Profile of Michael R., Full Stack Developer at Softaims
View full profile
Softaims
Michael R., Full Stack Developer at Softaims

Michael R.

llm

Verified BadgeVerified Expert in Engineering
  • Michael R.
    Timezone
    UTC-09:00
  • Michael R.
    Country
    United States
  • Michael R.
    Member since
    Softaims Member Since 2010
View and Hire Arrow Icon

My name is Michael R. and I have over 15 years years of experience in the tech industry. I specialize in the following technologies: PostgreSQL, Python, Django, TypeScript, Web Development, etc.. Some of the notable projects I’ve worked on include: Custom LoRa model, training for Interior Kitchen Photos, ComfyUI, AI Game Engine, AI Backend, Mech3 Telegram Game Launch + AI Reskin, Telegram Game Bot, etc.. I am based in Austin, United States. I've successfully completed 17 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.

Show More
  • Experience15 years
  • AvailabilityFull-time
Profile of Chance D., Full Stack Developer at Softaims
View full profile
Softaims
Chance D., Full Stack Developer at Softaims

Chance D.

llm

Verified BadgeVerified Expert in Engineering
  • Chance D.
    Timezone
    UTC+02:00
  • Chance D.
    Country
    Rwanda
  • Chance D.
    Member since
    Softaims Member Since 2021
View and Hire Arrow Icon

My name is Chance D. and I have over 4 years years of experience in the tech industry. I specialize in the following technologies: TypeScript, node.js, JavaScript, Web3, React, etc.. I hold a degree in Bachelor's degree, Master of Information Technology (MIT). Some of the notable projects I’ve worked on include: YT Genius, EnhancifAI, OncoAI, Codiblegroup web app, Portfolio, etc.. I am based in Kigali, Rwanda. I've successfully completed 7 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.

Show More
  • Experience4 years
  • AvailabilityFull-time
Profile of MD Jahidul I., Full Stack Developer at Softaims
View full profile
Softaims
MD Jahidul I., Full Stack Developer at Softaims

MD Jahidul I.

llm

Verified BadgeVerified Expert in Engineering
  • MD Jahidul I.
    Timezone
    UTC+06:00
  • MD Jahidul I.
    Country
    Bangladesh
  • MD Jahidul I.
    Member since
    Softaims Member Since 2011
View and Hire Arrow Icon

My name is MD Jahidul I. and I have over 14 years years of experience in the tech industry. I specialize in the following technologies: Python, React, Amazon Web Services, JavaScript, node.js, etc.. I hold a degree in Master of Science (MS), Bachelors. Some of the notable projects I’ve worked on include: Rovbots, Learnmate, Risk Analysis, Protutor, Chatgretiefter, etc.. I am based in Jamalpur, Bangladesh. I've successfully completed 12 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.

Show More
  • Experience14 years
  • AvailabilityFull-time
Profile of Fruit M., AI/Machine Learning Developer at Softaims
View full profile
Softaims
Fruit M., AI/Machine Learning Developer at Softaims

Fruit M.

llm

Verified BadgeVerified Expert in Engineering
  • Fruit M.
    Timezone
    UTC+03:00
  • Fruit M.
    Country
    Ethiopia
  • Fruit M.
    Member since
    Softaims Member Since 2020
View and Hire Arrow Icon

My name is Fruit M. and I have over 5 years years of experience in the tech industry. I specialize in the following technologies: AI Chatbot, GPT Chatbot, AI Agent Development, Chatbot Training, LLM Prompt Engineering, etc.. I hold a degree in Bachelor of Science (BS). Some of the notable projects I’ve worked on include: Custom AI Chatbot, Brand Community Portal (Experify), Portals, an Experify App, Investor Lender Connect Platform (Omnidantis), Bank Onboarding Page (Ofek), etc.. I am based in Addis Ababa, Ethiopia. I've successfully completed 13 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.

Show More
  • Experience5 years
  • AvailabilityFull-time
Profile of Rohan H., AI/Machine Learning Developer at Softaims
View full profile
Softaims
Rohan H., AI/Machine Learning Developer at Softaims

Rohan H.

llm

Verified BadgeVerified Expert in Engineering
  • Rohan H.
    Timezone
    UTC-04:00
  • Rohan H.
    Country
    United States
  • Rohan H.
    Member since
    Softaims Member Since 2023
View and Hire Arrow Icon

My name is Rohan H. and I have over 2 years years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, Blockchain, ChatGPT, OpenAI Codex Prompt, OpenAI Embeddings, etc.. I hold a degree in Bachelor of Business Administration (BBA), Associate of Arts and Sciences (AAS). Some of the notable projects I’ve worked on include: OpenAI Experience, Blockchain/Crypto Project, AI Projects. I am based in Irvine, United States. I've successfully completed 3 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.

Show More
  • Experience2 years
  • AvailabilityFull-time
Profile of Hasan Mohammod T., AI/Machine Learning Developer at Softaims
View full profile
Softaims
Hasan Mohammod T., AI/Machine Learning Developer at Softaims

Hasan Mohammod T.

llm

Verified BadgeVerified Expert in Engineering
  • Hasan Mohammod T.
    Timezone
    UTC+06:00
  • Hasan Mohammod T.
    Country
    Bangladesh
  • Hasan Mohammod T.
    Member since
    Softaims Member Since 2023
View and Hire Arrow Icon

My name is Hasan Mohammod T. and I have over 2 years years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, Machine Learning, Python, Web Scraping, API Development, etc.. I hold a degree in Bachelor of Science (BS), , Master of Information Technology (MIT). Some of the notable projects I’ve worked on include: FlightRadar: Machine Learning-Based Airlines Delay Detection System, How I integrated a database and a fully working website, How I made a interacting retro RPG storytelling game for my client. I am based in Dhaka, Bangladesh. 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.

Show More
  • Experience2 years
  • AvailabilityFull-time

Want to hire?

Hire llm Arrow Icon

Developers who got their wings at:

  • Intel Logo
    Intel Logo
  • Netflix Logo
    Netflix Logo
  • Lego Logo
    Lego Logo
  • Adidas Logo
    Adidas Logo
  • Samsung Logo
    Samsung Logo
  • Google Logo
    Google Logo
  • Uber Logo
    Uber Logo
  • Apple Logo
    Apple Logo
  • Pfizer Logo
    Pfizer Logo

Testimonials

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.

The Softaims platform gave us access to developers who immediately added value. Their expertise and professionalism made the entire process seamless.

Hire Llm Developer Arrow Icon
Hire Llm Developer
Hire Llm Developer