The question is about llm
Key challenges in training an LLM include the need for vast computational resources and large datasets. Ensuring data quality and diversity is crucial to avoid biases and improve model performance. Training also requires significant time and expertise in fine-tuning hyperparameters and architectures. Additionally, balancing model complexity with efficiency and managing ethical concerns, such as data privacy and bias, are ongoing challenges that require careful consideration throughout the training process.
By Andrei Daniel P.
10 years of experience
My name is Andrei Daniel P. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: API Development, Custom PHP, Laravel, Application Performance Monitoring Software, New Relic, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I’ve worked on include: Reggio Emilia real estate portal for listings valuations, and ads, Italian site for fast access to local government services and payments, Production ready Docker Compose stack for Laravel with Traefik, Monitoring and Observability setup and maintenance for Saas project, Monitoring and Observability setup and maintenance for Saas project, etc.. I am based in Rio Saliceto, Italy. I've successfully completed 15 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.
llm
Verified Expert in Engineering
UTC+05:30
India
Member Since 2021
My name is Himanshu S. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: AI Development, AI Agent Development, AI App Development, SaaS Development, Large Language Model, etc.. I hold a degree in Bachelor of Technology (BTech), . Some of the notable projects I've worked on include: AI-Powered Customer Support Email Assistant for Shopify, AI-Powered Multi-Channel Sales Assistant(WhatsApp and Twilio), AI-Powered Knowledge Management System for Enterprises, AI-Powered Voice Assistant for Customer Service, AI-Driven Customer Support Chatbot for Shopify, etc.. I am based in Dehra Dun, India. I've successfully completed 6 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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llm
Verified Expert in EngineeringUTC+05:30IndiaMember Since 2023My name is Wahid A. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Retrieval Augmented Generation, Large Language Model, LangChain, FastAPI, LLM Prompt Engineering, etc.. I hold a degree in Bachelor of Computer Applications, Bachelor's degree. Some of the notable projects I've worked on include: Clause-Level Legal RAG Pipeline with Zero-Hallucination Workflow, Custom AI chatbot with multiple LLMs and vector DBs for business use, ChatBot, Diabetes, Heart Disease. I am based in Ludhiana, India. I've successfully completed 5 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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llm
Verified Expert in EngineeringUTC+01:00CroatiaMember Since 2020My 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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llm
Verified Expert in EngineeringUTC-04:00IndiaMember Since 2012My name is Rishi Raj B. and I have over 13 years of experience in the tech industry. I specialize in the following technologies: AI Agent Development, AI Development, AI Platform, LLM Prompt, n8n, etc.. I hold a degree in , Master of Computer Applications (MCA), Bachelor's degree. Some of the notable projects I've worked on include: AI-driven Customer Support Agents (Voice/Chat), HealthCare (FHIR) System - Infrastructure Setup, Automation using IaC, Securing Web Application via VPC, Firewalls, Subnets, ACLs, Automation of SAML Authentication for AWS/GCP via Okta using IaC, SAML-SSO Authentication System using Cognito/Okta/Pulumi, etc.. I am based in Agra, India. I've successfully completed 18 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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llm
Verified Expert in EngineeringUTC+02:00FranceMember Since 2021My name is Mounaim B. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, Python, Data Science, PyTorch, Machine Learning, etc.. I hold a degree in , . Some of the notable projects I've worked on include: End to end Generative AI tool, Agentic RAG Chatbot About Policy rules, End to end Generative AI tool, stock prediction AI app, AI driven solution using audio signal processing, etc.. I am based in Paris, France. I've successfully completed 8 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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llm
Verified Expert in EngineeringUTC+05:30IndiaMember Since 2024My name is Dev C. and I have over 1 year of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, Machine Learning, Machine Learning Model, Retrieval Augmented Generation, Computer Vision, etc.. I hold a degree in Bachelor of Technology (BTech), Bachelor's degree, Bachelor's degree. Some of the notable projects I've worked on include: Automating Workflows using Relevance.AI & Make.com, Rider Intention Prediction, Open Set Masked Identification System, Object Detection and Counting, Conversational Chatbots for Various Use Cases. I am based in Mumbai, India. I've successfully completed 5 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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llm
Verified Expert in EngineeringUTC+03:00IsraelMember Since 2014My name is Jonathan M. and I have over 11 years of experience in the tech industry. I specialize in the following technologies: Python, MongoDB, PostgreSQL, OpenAI API, AI Agent Development, etc.. I hold a degree in . Some of the notable projects I've worked on include: AI-Powered Telegram Voice Chatbot, SaaS AIVideoRepurpose - Turn videos into LinkedIn posts, LinkedIn Cold Email Lead Generation AI Automation, 24/7 Lead Gen Chatbot, Lead Tracking System, etc.. I am based in Holon, Israel. I've successfully completed 7 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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llm
Verified Expert in EngineeringUTC-05:00United StatesMember Since 2020My name is Chandra S. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, AI Chatbot, AI App Development, Natural Language Processing, GPT-4 API, etc.. I hold a degree in , . Some of the notable projects I've worked on include: Artificial intelligence powered SaaS projects, Artificial intelligence webapp automates real estate lead generation, Generative AI Based Mind And Behavior Transformation Platform, AI Chatbot, ChatGPT, GPT 4, Artificial intelligence-based Metaverse Project, etc.. I am based in Franklin Township, United States. I've successfully completed 6 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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Verified Expert in EngineeringUTC+05:30IndiaMember Since 2010My name is Vishal J. and I have over 15 years of experience in the tech industry. I specialize in the following technologies: ElevenLabs, n8n, Make.com, AI Agent Development, AI Chatbot, etc.. I hold a degree in Bachelor of Computer Applications, Master of Computer Applications (MCA). Some of the notable projects I've worked on include: AI-Powered Health Tracking & Insight Generation System, AI-Powered Legal Document Assistant for Macomb Law Group, Loyalty Stamps & QR Code Redemption, Safe & Complaint, Island daily deal, etc.. I am based in Indore, India. I've successfully completed 28 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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Verified Expert in EngineeringUTC-05:00United StatesMember Since 2016My name is PRAGNESHKUMAR S. and I have over 9 years of experience in the tech industry. I specialize in the following technologies: Generative AI, ChatGPT, Retrieval Augmented Generation, LLM Prompt Engineering, Machine Learning, etc.. I hold a degree in Master of Computer Applications (MCA). Some of the notable projects I've worked on include: Web/Data Scraping, Web Automation, Patient Data Extraction and Automation for Insurance Claim Processing, Chatbot Development, Wedzee Development (ECommerce Platform), eRestau POS Web Portal, etc.. I am based in Piscataway, United States. I've successfully completed 19 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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ScaleUp software
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.
Ex-VP Engineering at Uber
Softaims made hiring remote developers effortless. The talent matched our requirements perfectly, and collaboration with the team was extremely efficient.
CT0 at EdAider
The Softaims platform gave us access to developers who immediately added value. Their expertise and professionalism made the entire process seamless.
Hello Median
Softaims helped us scale our engineering team quickly. The quality of the developers and the speed of onboarding were impressive.
Github
Stackoverflow
