The question is about nlp
Sentiment analysis in NLP is the process of determining the emotional tone behind a body of text. It involves categorizing opinions expressed in text as positive, negative, or neutral. This analysis helps businesses understand customer attitudes towards products or services, enabling them to make informed decisions. Sentiment analysis is widely used in social media monitoring, customer feedback analysis, and market research. It employs machine learning models and linguistic rules to interpret emotions and sentiments. While sentiment analysis can provide valuable insights, it may struggle with sarcasm, context, and cultural nuances, requiring continuous refinement for accuracy.
By Mehmet A.
7 years of experience
My name is Mehmet A. and I have over 7 years of experience in the tech industry. I specialize in the following technologies: Next.js, React, TypeScript, AI Bot, AI Agent Development, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I’ve worked on include: NextJs Payment Application with AI Agent Development & AI automation, AI Agent Chatbot for an e-commerce platform with n8n workflow, AI Powered Customer TIcket Management System, Contentful Cloudinary Application, Wordpress Headless B2B Woocommerce, etc.. I am based in Istanbul, Turkey. I've successfully completed 12 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.
nlp
Verified Expert in Engineering
UTC+08:00
China
Member Since 2023
My name is Kaleem Ullah Q. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Python, NLP Tokenization, LLM Prompt Engineering, AI Audio Generation, ChatGPT, etc.. I hold a degree in Master of Computer Applications (MCA), Doctor of Philosophy (PhD), . Some of the notable projects I've worked on include: Accelerating Training of Recursive Reasoning Models, MARBLE is a multi-agent, rule-based LLM reasoning engine, Ai Public Speaking System, Understanding the Business of Online Affiliate Marketing, RDoLT: Framework for Superior Reasoning & Knowledge Propagation in LLM, etc.. I am based in Chengdu, China. 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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nlp
Verified Expert in EngineeringUTC+05:30IndiaMember Since 2024My name is Shekhar S. and I have over 1 year of experience in the tech industry. I specialize in the following technologies: Python, Machine Learning, Artificial Intelligence, NLP Tokenization, Django, etc.. I hold a degree in Bachelor of Computer Applications. Some of the notable projects I've worked on include: Your Mood, Your Drink – AI-Powered Mood-Based Drink Selector, AI FrontDesk - 24/7 phone receptionist, Education AI Classroom - Revolutionise your revision with AI, Find a Regenerative Medicine Doctor, Story book Magic Al, etc.. I am based in Jawala Mukhi, India. I've successfully completed 6 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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nlp
Verified Expert in EngineeringUTC+03:00UkraineMember Since 2024My name is Bohdan V. and I have over 1 years of experience in the tech industry. I specialize in the following technologies: React, MySQL, node.js, MongoDB, TypeScript, etc.. I hold a degree in Master's degree, Bachelor's degree. Some of the notable projects I’ve worked on include: 🍰Theblakery, AI Dungeon - platform that uses AI to create stories, Runway AI - platform for creating multimedia content (React, Replika - an app with artificial intelligence ( React Native, Made - e-commerce British online store (Next.js, etc.. I am based in Lviv, Ukraine. I've successfully completed 7 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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nlp
Verified Expert in EngineeringUTC+02:00GermanyMember Since 2025My name is Wilhelm Z. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Make.com, n8n, ChatGPT, Python, Automation, etc.. I hold a degree in Master of Science (MS). Some of the notable projects I’ve worked on include: AI Proposal Generator with N8N, AI-Driven Deep Personalization System, AI-Powered Onboarding Automation. I am based in Esslingen, Germany. I've successfully completed 3 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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nlp
Verified Expert in EngineeringUTC+05:30IndiaMember Since 2018My name is Faisal K. and I have over 7 years of experience in the tech industry. I specialize in the following technologies: AI Bot, AI Chatbot, AI Development, AI App Development, LLM Prompt, etc.. I hold a degree in Bachelor of Technology (BTech). Some of the notable projects I’ve worked on include: AI Solutions for Precision Fermentation – White Labs, USA, AI-Driven Crypto Collectibles Marketplace – Austria, Loyalty Platform – Stamp Me, Business Management Platform with Fine-Tuned Chatbot Integration, On-Demand Service Platform with LLM Integration, etc.. I am based in Jamshedpur, India. I've successfully completed 12 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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nlp
Verified Expert in EngineeringUTC+05:30IndiaMember Since 2018My name is Manpreet S. and I have over 7 years of experience in the tech industry. I specialize in the following technologies: Electron, React, React Native, TypeScript, Desktop Application, etc.. I hold a degree in , . Some of the notable projects I’ve worked on include: AI-Powered Language Transformer, VideoNotebook – Personal Media Annotator with Chrome Extension, Teamly – Real-Time Media Editor (Electron + React + FFmpeg), Viround, Vasda Punjab Radio, etc.. I am based in Mohali, India. I've successfully completed 7 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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nlp
Verified Expert in EngineeringUTC+03:00QatarMember Since 2022My name is Faizan H. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Full-Stack Development, React, node.js, Next.js, JavaScript, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: CommunityLink - Enterprise-level firm connects Investers with Business, DSP - AI Powered Driving School Platform, Genflow - AI Powered Project Management tool, Single Tenancy SMM Panels with master panel for control, RTA Marketing is Car Insurance and Car provider Firm, etc.. I am based in Doha, Qatar. I've successfully completed 11 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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nlp
Verified Expert in EngineeringUTC+01:00United KingdomMember Since 2021My name is Amaan A. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Automation, n8n, AI Development, Google APIs, OpenAI API, etc.. I hold a degree in Bachelor of Science (BS). Some of the notable projects I’ve worked on include: AI-Powered LinkedIn Prospect Research Tool, AI-Powered Customer Support Email Triage and Response System, Automated AI-Powered Sales Proposal Generator, Masjid Maryam - Donation Platform, Sorrento Restaurant - Booking System. I am based in Middlesbrough, United Kingdom. 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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nlp
Verified Expert in EngineeringUTC+08:00PhilippinesMember Since 2025My name is John Lloyd M. and I have over 0 years of experience in the tech industry. I specialize in the following technologies: Python, NLP Tokenization, PyTorch, Machine Learning, OpenAI API, etc.. I hold a degree in Bachelor's degree. Some of the notable projects I've worked on include: scrap All Items on the any websites with output Excel File., n8n Real Estate Management Platform Project,, Data mining and NL with LSTM, Sales Analysist Dashboard, NFL Player, etc.. I am based in Tumauini, Philippines. I've successfully completed 6 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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nlp
Verified Expert in EngineeringUTC+05:30IndiaMember Since 2023My name is Tanishq R. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: 3D Modeling, Parametric Design, Scripting, Adaptive Algorithm, Environmental Analysis Software, etc.. I hold a degree in Bachelor of Architecture (BArch). Some of the notable projects I’ve worked on include: Computational Design Portfolio, The Japandi House - walkthrough, Biomorphic table design, AI for Rendering, Ribandar Facade Design, etc.. I am based in Gurugramam, India. I've successfully completed 16 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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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
