Ml Engineer Job Description Template

Need a skilled Ml Engineer fast? Use our job description template to attract top talent and streamline your hiring for high-performance web apps.

Machine Learning (ML) focuses on designing algorithms and systems that can learn patterns from data to make predictions, automate tasks, or generate insights. ML engineers build models that power intelligent applications.

ML engineers work on data preprocessing, feature engineering, model training, evaluation, deployment, and optimization. They leverage frameworks like TensorFlow, PyTorch, scikit-learn, and XGBoost to develop predictive and analytical solutions.

Due to the rapid adoption of ML across industries, ML engineers are highly valued in startups, SaaS platforms, research labs, and enterprise applications. They create solutions that enhance decision-making, efficiency, and user experiences.

Organizations like Google, Microsoft, Amazon, and OpenAI rely on ML engineers to implement scalable models, automate workflows, and deliver actionable insights. Expertise in ML is highly sought after across the tech sector.

If you’re looking to hire a Machine Learning Engineer, the following template provides a detailed job description, covering role expectations, responsibilities, required skills, and benefits.

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Ml Engineer Job Description Template

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Job Description:

We are looking for an experienced Machine Learning Engineer with 2-4 years of experience in developing, training, and deploying ML models. You will work on data pipelines, predictive modeling, optimization, and production deployment of intelligent systems.

Job Responsibilities:

  • Develop and deploy machine learning models for classification, regression, recommendation, or NLP tasks.
  • Preprocess, clean, and analyze large datasets to extract meaningful features.
  • Collaborate with data scientists, software engineers, and product teams to integrate ML solutions.
  • Optimize models for accuracy, efficiency, and scalability.
  • Implement ML pipelines using frameworks like TensorFlow, PyTorch, or scikit-learn.
  • Deploy models to production environments and monitor performance over time.
  • Stay updated with latest ML research, tools, and methodologies.
  • Document models, experiments, and results for reproducibility and knowledge sharing.

Required Skills:

  • Strong programming skills in Python, R, or Java.
  • Experience with ML frameworks like TensorFlow, PyTorch, scikit-learn, or XGBoost.
  • Knowledge of data preprocessing, feature engineering, and model evaluation.
  • Experience with cloud platforms (AWS, Azure, GCP) for ML deployment is a plus.
  • Understanding of deep learning, NLP, computer vision, or reinforcement learning is a plus.
  • Familiarity with CI/CD pipelines and MLOps practices is a plus.
  • Strong problem-solving, analytical, and debugging skills.
  • Excellent collaboration and communication abilities.
  • Experience with containerization and orchestration (Docker, Kubernetes) is a plus.
  • Knowledge of model monitoring, versioning, and lifecycle management is a plus.

Perks and Benefits:

  1. Flexible working hours with remote/hybrid options.
  2. Access to online ML, AI, and data science courses.
  3. Collaborative, innovative, and supportive team environment.
  4. Competitive salary with performance-based bonuses.
  5. Health and wellness benefits, including insurance coverage.
  6. Career growth through mentorship, training, and workshops.
  7. Diverse and inclusive workplace culture fostering creativity.
  8. Exposure to projects across multiple industries and ML applications.
  9. Support for attending conferences, meetups, and tech events.

Salary Expectations:

$85k – $170k yearly

Hire Remote Machine Learning Developers

Profile of Bakmeedeniye gedara praveena  s., Senior Software Engineer - AI, Machine Learning and IoT Platforms at Softaims
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Softaims
Bakmeedeniye gedara praveena s., Senior Software Engineer - AI, Machine Learning and IoT Platforms at Softaims

Bakmeedeniye gedara praveena s.

machine-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+05:30UTC+05:30
Country: Sri LankaSri Lanka
Mawanella
Bakmeedeniye gedara praveena  s. | SoftaimsMember Since 2020
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CMATLABMachine LearningLarge Language ModelArtificial IntelligenceInternet of ThingsRaspberry Pi FirmwareMicrocontroller ProgrammingTensorFlowYOLOComputing & NetworkingPythonC++JavaArduinoTRS The Registration SystemIFSDigital EngineeringWeb DesignPLC ProgrammingLLMAugment CodeCodevCodeGeeX

My name is Bakmeedeniye gedara praveena s. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: MATLAB, Machine Learning, Large Language Model, Artificial Intelligence, Internet of Things, etc.. I hold a degree in Bachelor of Engineering (B.Eng.). Some of the notable projects I've worked on include: ML solution to detect similar product titles & tag them, Autonomous Parking Car System using Arduino, coconut classification by ripeness, palm fruit classification by ripeness, iot smart parking gps and lora based vehicle parking system, etc.. I am based in Mawanella, Sri Lanka. I've successfully completed 21 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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Experience
6 years
Availability
More than 30 hrs/week
Hourly Rate
$25
Rating
Previous Company
Irobotics India pvt ltd
Profile of Omar H., Senior Data Scientist - Python, Machine Learning and Big Data at Softaims
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Softaims
Omar H., Senior Data Scientist - Python, Machine Learning and Big Data at Softaims

Omar H.

machine-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: EgyptEgypt
Luxor
Omar H. | SoftaimsMember Since 2020
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CData Science ConsultationPythonMachine LearningNatural Language ProcessingC++PyTorchMATLABGoogle SheetsBig DataMicrosoft ExcelAWS ApplicationData AnalysisExcel MacrosData Analysis Consultation

My name is Omar H. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Data Science Consultation, Python, Machine Learning, Natural Language Processing, C++, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I've worked on include: 🌱 Plant Disease Classification 🌱, Stock Price Prediction Project using TensorFlow, Breast cancer diagnosis, JEPG compression, Machine Learning classification model. I am based in Luxor, Egypt. I've successfully completed 5 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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Experience
5 years
Availability
More than 30 hrs/week
Hourly Rate
$25
Rating
Previous Company
Freelancing
Profile of Sanwal Y., Lead Software Engineer - AI, Machine Learning and Solution Architecture at Softaims
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Softaims
Sanwal Y., Lead Software Engineer - AI, Machine Learning and Solution Architecture at Softaims

Sanwal Y.

machine-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC-05:00UTC-05:00
Country: United StatesUnited States
Philadelphia
Sanwal Y. | SoftaimsMember Since 2016
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Machine LearningSolution Architecture ConsultationAI Model DevelopmentStable Diffusion PromptSolution ArchitectureAI Model TrainingGenerative AINatural Language ProcessingDeep Learning ModelingGenerative AI Prompt EngineeringData Analysis Consultation

My name is Sanwal Y. and I have over 9 years of experience in the tech industry. I specialize in the following technologies: Machine Learning, Solution Architecture Consultation, AI Model Development, Stable Diffusion Prompt, Solution Architecture, etc.. I hold a degree in Bachelor of Applied Science (B.A.Sc.). Some of the notable projects I've worked on include: Portfolio examples of Facebook and Instagram organic reach for clients, Google Platform portfolio highlights, Optimizing Pay Per Click Campaigns for Legal Firm, Data Analysis of Cryptocurrencies, Training a neural network to predict a car's brand, etc.. I am based in Philadelphia, United States. I've successfully completed 7 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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Experience
9 years
Availability
As Needed - Open to Offers
Hourly Rate
$50
Rating
Previous Company
Temple University
Profile of Diego V., Junior Software Engineer - AI, Machine Learning and Data Science at Softaims
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Softaims
Diego V., Junior Software Engineer - AI, Machine Learning and Data Science at Softaims

Diego V.

machine-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+01:00UTC+01:00
Country: SpainSpain
Barcelona
Diego V. | SoftaimsMember Since 2024
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Machine LearningData AnalysisArtificial IntelligenceComputer VisionNatural Language ProcessingLarge Language ModelPyTorchOpenCVNeural Machine TranslationDeep LearningTransformer ModelPython Scikit-LearnAI ChatbotLLM Prompt EngineeringRetrieval Augmented GenerationLLMTabnineAmazon CodeWhispererOpenAI Codex

My name is Diego V. and I have over 1 year of experience in the tech industry. I specialize in the following technologies: Machine Learning, Data Analysis, Artificial Intelligence, Computer Vision, Natural Language Processing, etc.. I hold a degree in Master of Science (MS), Doctor of Philosophy (PhD), Bachelor of Applied Science (BASc). Some of the notable projects I've worked on include: Post-Editing with RAG and LLMs, Dynamic RAG System for CSS Selector Extraction in E-Commerce, EarthView, Logo Detection With No Priors, Pay Attention to the Activations, etc.. I am based in Barcelona, Spain. I've successfully completed 7 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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Experience
1 year
Availability
As Needed - Open to Offers
Hourly Rate
$60
Rating
Previous Company
Welocalize
Profile of Juan Diego G., Junior Software Engineer - Cloud, Backend and Machine Learning at Softaims
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Softaims
Juan Diego G., Junior Software Engineer - Cloud, Backend and Machine Learning at Softaims

Juan Diego G.

machine-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC-05:00UTC-05:00
Country: PeruPeru
Lima
Juan Diego G. | SoftaimsMember Since 2024
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CPythonSQLMicrosoft Power BIStataLinuxJavaAWS GlueAWS Cloud9AWS LambdaMachine Learning ModelMachine Learning AlgorithmMachine Learning FrameworkTensorFlowPython Scikit-Learn

My name is Juan Diego G. and I have over 1 years of experience in the tech industry. I specialize in the following technologies: Python, SQL, Microsoft Power BI, Stata, Linux, etc.. I hold a degree in Bachelor's degree. Some of the notable projects I’ve worked on include: Automated Trading Bot with AI and Telegram Integration, Risk-Reward Simulator for Trading Strategies, Machine Learning-Driven Trading Strategy with Alpaca API, Forex Trading Assistant with Fibonacci Retracement Analysis, Neural Network Stock Price Predictor, etc.. I am based in Lima, Peru. I've successfully completed 18 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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Experience
1 year
Availability
Full-time
Hourly Rate
$25
Rating
Previous Company
Amazon Web Services
Profile of Rabia Y., Junior Software Engineer - AI, Data Engineering and Machine Learning Platforms at Softaims
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Softaims
Rabia Y., Junior Software Engineer - AI, Data Engineering and Machine Learning Platforms at Softaims

Rabia Y.

machine-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+05:00UTC+05:00
Country: United StatesUnited States
Hackensack
Rabia Y. | SoftaimsMember Since 2024
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PyTorchTensorFlowMachine LearningPythonArtificial IntelligenceData AnalyticsData EngineeringLangChainPrompt EngineeringMarketing AutomationChatbotComputer VisionMake.comZapierAirtableReplitv0BASE44

My name is Rabia Y. and I have over 1 year of experience in the tech industry. I specialize in the following technologies: PyTorch, TensorFlow, Machine Learning, Python, Artificial Intelligence, etc.. I hold a degree in Bachelor of Science (BS). Some of the notable projects I've worked on include: AI-Powered Outlook Assistant for Productivity Boost, LLM Powered Dynamic Document Chatbot, AI-Powered Video Analysis to Monitor Mice Behavior, Trading Bot - Stock Forecasting, Multimodal Biometric and Facial Authentication System, etc.. I am based in Hackensack, United States. I've successfully completed 18 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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Experience
1 year
Availability
As Needed - Open to Offers
Hourly Rate
$35
Rating
Profile of Rachel D., Senior Software Engineer - AI, Machine Learning and Research Platforms at Softaims
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Softaims
Rachel D., Senior Software Engineer - AI, Machine Learning and Research Platforms at Softaims

Rachel D.

machine-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC-05:00UTC-05:00
Country: United StatesUnited States
Durham
Rachel D. | SoftaimsMember Since 2021
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Natural Language ProcessingPyTorchComputer VisionTensorFlowPythonMachine Learning ModelMachine LearningNeural NetworkConvolutional Neural NetworkScientific ResearchScientific WritingArtificial IntelligenceMedical ImagingMachine Learning FrameworkResearch MethodsWindsurfFirebase StudioRocket New

My name is Rachel D. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Natural Language Processing, PyTorch, Computer Vision, TensorFlow, Python, etc.. I hold a degree in Doctor of Philosophy (PhD), Doctor of Medicine (MD), Bachelor of Arts (BA). Some of the notable projects I've worked on include: Playing word games with artificial intelligence, Explainable prediction of abnormalities in chest CT scans, Predicting which mutations will cause disease, New method for explaining neural network image classification, Predicting abnormalities in chest CT volumes, etc.. I am based in Durham, United States. 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.

Show More
Experience
4 years
Availability
Less than 30 hrs/week
Hourly Rate
$250
Rating
Previous Company
Duke University
Profile of Pavlo V., Software Engineer - AI, Python and Machine Learning Platforms at Softaims
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Softaims
Pavlo V., Software Engineer - AI, Python and Machine Learning Platforms at Softaims

Pavlo V.

machine-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+03:00UTC+03:00
Country: UkraineUkraine
Dnipro
Pavlo V. | SoftaimsMember Since 2025
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Artificial IntelligenceAI App DevelopmentMachine LearningHealthcareVibeLarge Language ModelOpenCVOpenAI APIPythonFastAPIPineconeAI Text-to-SpeechElevenLabsGStreamerNext.jsLLMWindsurfFirebase StudioRocket New

My name is Pavlo V. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, AI App Development, Machine Learning, Healthcare, Vibe, etc.. I hold a degree in Bachelor of Science (BS). Some of the notable projects I’ve worked on include: AI Voice Detector, Resume Trick, vapor, modern squarespace website, Real Estate Wordpress Web Site Development, etc.. I am based in Dnipro, Ukraine. I've successfully completed 30 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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Experience
2 years
Availability
Full-time
Hourly Rate
$25
Rating
Previous Company
DataArt
Profile of Didier G., Senior Software Engineer - AI, Machine Learning and Mobile Platforms at Softaims
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Softaims
Didier G., Senior Software Engineer - AI, Machine Learning and Mobile Platforms at Softaims

Didier G.

machine-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC-05:00UTC-05:00
Country: United StatesUnited States
Coral Springs
Didier G. | SoftaimsMember Since 2020
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Machine LearningArtificial IntelligenceMachine Learning ModelData AnalysisData ScienceData Science ConsultationOpenAI APIAI Data AnalyticsAI Mobile App DevelopmentAI Model DevelopmentAI Model TrainingPythonNatural Language ProcessingSentiment AnalysisFlutterAskCodiReplitv0

My name is Didier G. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Machine Learning, Artificial Intelligence, Machine Learning Model, Data Analysis, Data Science, etc.. I hold a degree in Master of Science (MS), Bachelor of Science (BS). Some of the notable projects I've worked on include: TensorFlow Lite SMS SPAM Classifier, Tiny RAG: Lightweight Retrieval-Augmented Generation with TinyLlama, PDF Data Extraction — Workflow Using n8n + Llama Extract + OCR, AI Chatbot - Chef Paul, Production Forecasting for Ice cream Retail Stores, etc.. I am based in Coral Springs, United States. I've successfully completed 6 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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Experience
5 years
Availability
More than 30 hrs/week
Hourly Rate
$60
Rating
Previous Company
Software Sushi
Profile of Nguyen Van T., Senior Software Engineer - AI, Cloud and Machine Learning Platforms at Softaims
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Softaims
Nguyen Van T., Senior Software Engineer - AI, Cloud and Machine Learning Platforms at Softaims

Nguyen Van T.

machine-learning

Verified BadgeVerified Expert in Engineering
Timezone: UTC+07:00UTC+07:00
Country: VietnamVietnam
Hanoi
Nguyen Van T. | SoftaimsMember Since 2021
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Deep Neural NetworkTensorFlowComputer VisionPyTorchNatural Language ProcessingDeep LearningKerasPythonMachine Learning ModelMachine LearningData EntryDockerAmazon S3OCR AlgorithmAWS Lambda

My name is Nguyen Van T. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Deep Neural Network, TensorFlow, Computer Vision, PyTorch, Natural Language Processing, etc.. I hold a degree in Bachelor of Computer Science (BCompSc), Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: Instances Segmentation, Multi-Object Tracking, Training Custom Object Detection Model. I am based in Hanoi, Vietnam. I've successfully completed 3 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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Experience
4 years
Availability
More than 30 hrs/week
Hourly Rate
$40
Rating
Previous Company
Coc Coc

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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.

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