The question is about llm
The significance of model size in LLMs lies in its impact on performance and capability. Larger models can capture more complex language patterns, improving accuracy and versatility in understanding and generating text. However, bigger models require more computational resources and data, increasing costs and energy consumption. While larger models often perform better, it's essential to balance size with efficiency, considering the specific needs and constraints of the application to achieve optimal results.
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 2023
My 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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Verified Expert in EngineeringUTC-05:00MexicoMember Since 2018My name is Lucio Ricardo M. and I have over 7 years of experience in the tech industry. I specialize in the following technologies: Python, Back-End Development, LLM Prompt Engineering, Bot Development, node.js, etc.. I hold a degree in Master of Science (MS), Engineer's degree. Some of the notable projects I’ve worked on include: AI Travel Advisor, Network analyzer app, Django sample page. I am based in Cuernavaca, Mexico. I've successfully completed 3 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.
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Verified Expert in EngineeringUTC+05:30IndiaMember Since 2016My name is Surmukh S. and I have over 9 years of experience in the tech industry. I specialize in the following technologies: Python, Chatbot, AI Bot, ChatGPT, Artificial Intelligence, etc.. I hold a degree in Master of Computer Applications (MCA). Some of the notable projects I've worked on include: Elyments The Social App, Hrexia (Orthorexia) - Health App, Prism A Project Management App, Artha, We sell Restaurants, etc.. I am based in Mohali, India. I've successfully completed 10 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 2019My name is Piyush V. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: n8n, AI Implementation, Python, AI Model Integration, AI Model Training Prompt, etc.. I hold a degree in Bachelor of Technology (BTech). Some of the notable projects I’ve worked on include: n8n Automation Expert – Build AI-Powered No-Show Follow-Up System, AI-Powered Video Understanding Agent in n8n, AI-Powered Design Assistant for Instant Branding, AI-Powered ASMR Video Automation System, AI-Powered Expense Tracking Automation for Real Estate & Agencies, etc.. I am based in Muzaffarnagar, India. I've successfully completed 17 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-07:00United StatesMember Since 2024My name is Taha H. and I have over 1 years of experience in the tech industry. I specialize in the following technologies: Machine Learning, FastAPI, Python, AI Agent Development, LangChain, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: Spellbook Onboarding AI Agent, AI-Powered Academic Assistant Suite Prompt-Driven Automation, AI-Powered Clinical Insights & Symptom Checker Platform, Multi-Agent Automation Workflow Orchestration Using n8n, Automation via Make.com & GPT, etc.. I am based in Portland, United States. I've successfully completed 13 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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Verified Expert in EngineeringUTC-03:00BrazilMember Since 2025My name is Marcus Vinicius D. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Django, FastAPI, Flask, Large Language Model, React, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I’ve worked on include: Modern E‑Commerce Platform: Backend & Integration, Real‑Time Analytics Dashboard, Medical Assistant website, AI Learning Assistant App, AI Nutrition Coach App. I am based in Brasilia, Brazil. 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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Verified Expert in EngineeringUTC+05:30IndiaMember Since 2014My name is Maneesh B. and I have over 11 years of experience in the tech industry. I specialize in the following technologies: React Native, Mobile App, Microsoft PowerApps, Blockchain, NFT & Cryptocurrency, Microsoft Power BI, etc.. I hold a degree in . Some of the notable projects I’ve worked on include: AI CALLING AGENT, K-PAYMENT, Crypto Wallet Mobile App, NFT Marketplace Web and Mobile App, Appointment Scheduling App, etc.. I am based in Noida, India. I've successfully completed 34 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+05:30IndiaMember Since 2022My name is Aman K. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Natural Language Processing, Data Science, Python, Neural Network, TensorFlow, etc.. I hold a degree in Bachelor of Technology (BTech). Some of the notable projects I've worked on include: Create n8n Workflow for AI-Powered Medical System, Frontend UI for Locally Hosted LLM, Flowise Agent Integration with Teradata MCP for Automated SQL Querying, Created a seamless and high-quality real-time chatbot using livekit. I am based in Purnea, India. 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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Verified Expert in EngineeringUTC+01:00United KingdomMember Since 2018My name is Usama S. and I have over 7 years of experience in the tech industry. I specialize in the following technologies: Machine Learning, Data Science, Python, Natural Language Processing, Deep Learning, etc.. I hold a degree in Master of Science (MS), Bachelor of Applied Science (BASc). Some of the notable projects I've worked on include: Computational Analysis of Quran Text Using Machine Learning and LLMs, Hybrid IDS for RPL IoT Networks with Machine Learning & Deep Learning, Machine Learning in Renewable Energy Systems, Data Analysis of UK Crime Data Over the Years with R, Punch.cool, etc.. I am based in Cheltenham, United Kingdom. I've successfully completed 11 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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Verified Expert in EngineeringUTC+03:00QatarMember Since 2022My name is Asif J. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Svelte, Next.js, TypeScript, Node.js, Generative AI, etc.. I hold a degree in Bachelor of Computer Applications. Some of the notable projects I've worked on include: Open-Source Contributor at Sayfer-io (Snapper), Sveltekit developer for existing web-app, Svelte / Meteor developer, Xansam, E-commerce App, etc.. I am based in Doha, Qatar. I've successfully completed 6 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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ScaleUp software
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