Keras dense exampleроботи
...By leveraging OCR and Machine Learning, we aim to reduce manual data entry errors, improve efficiency, and create structured outputs for seamless ERP integration. Objectives - Scan Supplier Invoices: Develop a system that can accept scanned images or PDFs of supplier invoices. - Data Extraction: Utilize OCR with Machine Learning to accurately extract key information from the invoices, For example: - Vendor Name - Invoice Number - Invoice Date - Total Amount - Line Items (Description, Quantity, Price) - Tax details - Other details - Output Format: Generate structured output files in both CSV and XML formats for easy import into our ERP system. - Error Handling: Implement validation checks to ensure data accuracy and flag any discrepancies for review. - User Interfa...
I have a dataset consisting of integers and I need a proficient deep learning professional to assist me in developing a model that can predict 8 binary labels based on 26 numerical features. The model should achieve an accuracy of at least 90%. I prefer the use of a ResNet model for this task. Key Requirements: - Justification for the choice of the deep learning mod...communication I have specific steps for preprocessing this dataset. The steps include normalization, standardization, feature engineering, and general data preprocessing. Hence, I am not in need of suggestions nor will I handle the preprocessing myself. Please note, there is no preferred framework for this project. Your expertise in any deep learning framework such as TensorFlow, PyTorch or Keras will be greatly ap...
I'm seeking a qualified civil engineer specializing in environmental projects, particularly focused on water resources management. The primary objective of this project revolves around the planning and development of effective water supply and distr...design and implementation stages in the project deliverables. The expected timeline for this project is 6 months or less. Please use AutoCAD for all design work and modeling in the project. Please ensure the designs adhere to specific local regulations. Provide weekly project reporting and communication updates. The project will focus on a small urban area, which will require more detailed and dense planning. Ensure that all designs and implementations adhere to the local government regulations. The budget for this project will be...
Project Description: I am looking for a designer to create a badge/stamp based on the provided example. The stamp will be used on a website to highlight the quality and popularity of a product. Requirements: The stamp must include the following German slogan: “Empfohlen von tausenden Käufern aus Deutschland und Österreich” The design must incorporate two flags: German flag Austrian flag The badge should be visually appealing, professional, and suitable for use on a website. Final files should be delivered in the following formats: PNG (with transparency), JPG, and a vector format (e.g., SVG or AI). Additional Information: I will provide an example design for inspiration. The badge should convey professionalism and trustworthiness to website visitors....
thank you for being here; Here is code Would appreciate if this could be done within 2 hours, and ideally we can keep the hourly budget to a maximum of $10. I'm hoping this can be a quick task, so that we can establish a good working relationship and potentially collaborate in the future. terraform apply runs If aws vars are ready “use them” and "run code" and "proceed" if not then check If vault vars are ready “use them” ” and "run code" and "proceed" If neither vault or aws vars exist then exit Would appreciate if this could be done within 2 hours, and ideally we can keep the hourly budget to a maximum of $10. I'm hoping this can be a quick task, so that we can establish a good working relationship...
...handle large-scale data efficiently. Required Technical Qualifications: 1. Experience: Minimum of 2 years of professional experience in computer vision, with a proven track record of working on complex image processing and ML projects. 2. Programming Skills: Proficient in programming languages such as Python, C++, and MATLAB. Experience with deep learning frameworks like TensorFlow, PyTorch, or Keras. 3. Algorithm Expertise: Strong understanding of computer vision algorithms and techniques, including but not limited to convolutional neural networks (CNNs), object detection (e.g., YOLO, Faster R-CNN), image segmentation (e.g., U-Net), and feature extraction. 4. AI/ML Knowledge: In-depth knowledge of machine learning principles and experience with supervised, unsupervised, and rei...
...handle large-scale data efficiently. Required Technical Qualifications: 1. Experience: Minimum of 2 years of professional experience in computer vision, with a proven track record of working on complex image processing and ML projects. 2. Programming Skills: Proficient in programming languages such as Python, C++, and MATLAB. Experience with deep learning frameworks like TensorFlow, PyTorch, or Keras. 3. Algorithm Expertise: Strong understanding of computer vision algorithms and techniques, including but not limited to convolutional neural networks (CNNs), object detection (e.g., YOLO, Faster R-CNN), image segmentation (e.g., U-Net), and feature extraction. 4. AI/ML Knowledge: In-depth knowledge of machine learning principles and experience with supervised, unsupervised, and rei...
I need a deep learning specialist who can help me implement a surrogate model based on a research paper, but using a different dataset. This project will involve: - Utilizing both MATLAB and Python (Spyder) programming environments. ...a different dataset. This project will involve: - Utilizing both MATLAB and Python (Spyder) programming environments. - Employing a custom dataset for model training and validation. - Creating and optimizing scattering parameters using the model. Ideal candidates should have a robust understanding of deep learning frameworks, with preference given to those skilled in TensorFlow, PyTorch, and Keras. Prior experience with surrogate models and custom datasets will be a significant advantage. In short implement paper as it is using different dataset c...
I need one Page in Wordpress to be created from an example ! Urgent work only under 12 Hours , please dont bid when you can make it in this time ! Requirements: Rearranging content based on the provided template Adjusting font sizes and colors according to specific instructions Familiarity with web design platforms Elementor Effective communication and adherence to deadlines If you are interested and have the necessary skills, please send me a message with your portfolio and an estimate of the time required for completion. I look forward to your proposals! Price and Time !
I'm looking for a talented 3D artist who can create a photorealistic, immersive 3D environment for a small 15" video reel. The scene should depict a rocky, forested setting with natural light filtering through, all designed to evoke a mysterious and eerie atmosphere. Key Elements: - Dense fog and shadows: These should be intricately woven into the scene to enhance the mysterious vibe. - Detailed rocky textures: The rocky elements should be meticulously crafted to add depth and realism to the environment. - Dramatic lighting effects: These should be used strategically to create suspense and intrigue within the scene. Ideal Skills: - Extensive experience in 3D modeling and environment design. - Proficiency in creating photorealistic textures and effects. - Previous work w...
...By leveraging OCR and Machine Learning, we aim to reduce manual data entry errors, improve efficiency, and create structured outputs for seamless ERP integration. Objectives - Scan Supplier Invoices: Develop a system that can accept scanned images or PDFs of supplier invoices. - Data Extraction: Utilize OCR with Machine Learning to accurately extract key information from the invoices, For example: - Vendor Name - Invoice Number - Invoice Date - Total Amount - Line Items (Description, Quantity, Price) - Tax details - Other details - Output Format: Generate structured output files in both CSV and XML formats for easy import into our ERP system. - Error Handling: Implement validation checks to ensure data accuracy and flag any discrepancies for review. - User Interfa...
I'm seeking for someone with expertise in deep learning...dataset. The goal is to pinpoint potential biomarkers for early cancer diagnosis. The project does not favor any specific deep learning framework, so proficiency in TensorFlow, PyTorch, or Keras is all welcome. Key Responsibilities: - Analyze multi-omic data including CNV, Methylation, somatic mutation, and gene expression. - Develop a deep neural network architecture to identify potential biomarkers. - Utilize XAI (Explainable Artificial Intelligence) techniques to provide interpretability to the model's predictions. Ideal Skills and Experience: - Proficiency in deep learning frameworks (TensorFlow, PyTorch, Keras). - Experience with multi-omic data analysis. - Background in cancer research is a plus. - K...
I'm in n...Optimization: It's crucial to optimize these models for both speed and accuracy, ensuring they can perform in real-time or near-real-time. - API Integration: A user-friendly API will need to be developed for smooth integration of this text extraction system into our applications. Required Skills and Experience: - Strong proficiency in Python and deep learning frameworks such as TensorFlow and Keras is essential. - Prior experience with computer vision and image processing techniques will be beneficial. - A solid understanding of text recognition techniques. - Excellent problem-solving and debugging skills. - Strong collaboration abilities. Please note that the specific image formats the system should support and the primary application for the system have not ...
...car Ownership of a motorcycle or bicycle A camera capable of producing high-quality images Photo Specifications: Resolution: Minimum 2048 x 2048 pixels, with a person using the product featured in all photos. Photo details: Cleaning a yard (ground, steps, driveway, walls): 4 photos showing the person and the machine in full view. Washing a car (both foam and rinse functions): 2 photos showing dense foam, the person, and the machine. Cleaning a motorcycle or bicycle: 1 photo showing the person and the machine. Cleaning outdoor furniture: 2 photos showing before-and-after comparisons for two pieces of furniture. Cleaning a roof or yard walls: 1 photo showing the person and the machine in full view. Ideal Skills and Experience: - Proven experience in product and lifestyle photogra...
Tiger logo like example with KUWA back of it The handle of the Kuwa will be in a reflective silver or silver. The handle tan or light gray. The head of the lion is similar to the picture- reflective black so to stand out on a black t-shirt.
roblem Statement for a Manual Coffee Grinder Hario Skerton Plus Ceramic Coffee Grinder is designed for coffee enthusiasts who value the freshness of hand-ground beans, especially in outdoor settings like camping or hiking. While it is admired for its portable size and manual operation, eliminating the need for electricity, the grinder has several design vulnerabilities when it comes to outdoor utility. Key components of Hario Skerton Plus are displayed in Figure 1, showcasing its current design. It features a cylindrical body made from materials like ceramic for the burrs and a combination of steel and glass for the rest of the structure. Despite these sturdy materials, the grinder’s construction presents issues during transport; its components are sensitive to damage, and the ...
...canoes to travel. The bush off the trails will be too dense to pass through. Once areas are discovered (like campsites and trails), players can teleport to them. Step-by-Step Outline for the Designer 1. Environment Design • Use GIS or DEM data (e.g., , Google Earth, USGS Earth Explorer) to create a realistic terrain of a section of the park. • Include: • 2–3 lakes. • Rivers connecting the lakes. • 4–5 portage trails between lakes. • A section of rapids for dynamic gameplay. • Populate the map with: • Boreal Forest trees, shrubs, and vegetation. • Wildlife native to the region (visual only, no mechanics yet). • Campsites with fire pits, benches, or tents. • Ensure trails are walkable and bush areas ar...
Create an original graphic design based on the provided reference image, featuring a wine bottle and glass silhouette. The design will be cut out of metal and must meet specific aesthetic and technical requirements. Shape: The design should closely resemble a wine bottle and glass with accurate proportions and a refined silhouette. Line Weight: Lines must be bold and consistent, suitable for metal cutting. Intersections: Slight radius or curves at line intersections to ensure durability and manufacturing feasibility. Dimensions: Maximum width of 16 inches, with height proportionally scaled to match. Final graphic is delivered as a PDF file. The design should be black on a white background for easy CAD integration.
...mengurangi limbah, dan mendukung ekonomi hijau. Kami berencana untuk mengintegrasikan beberapa sensor seperti sensor suhu pada mesin pemotong kayu otomatis dan sensor kelembaban untuk memantau kondisi bahan baku. Kami membutuhkan seseorang yang dapat membantu kami dalam: Memilih dan mengintegrasikan sensor suhu dan kelembaban ke dalam sistem produksi kami. Membantu dalam pengaturan perangkat keras dan perangkat lunak untuk memantau dan menganalisis data yang dikumpulkan. Menyusun dan mengonfigurasi cloud platform untuk pengolahan dan visualisasi data secara real-time. Apakah Anda memiliki pengalaman dengan proyek serupa? Jika ya, bisakah Anda memberikan beberapa contoh proyek yang telah Anda kerjakan sebelumnya? Kami ingin mendapatkan gambaran mengenai biaya dan estimasi waktu...
...analitik produktivitas. Pengujian Aplikasi: Melakukan pengujian fungsionalitas dan kinerja aplikasi untuk memastikan keandalan dan keamanan. Peluncuran dan Pemeliharaan: Meluncurkan aplikasi di toko aplikasi dan memberikan dukungan serta pembaruan secara berkala. Sumber Daya yang Dibutuhkan: Tim Pengembang: Programmer, desainer antarmuka pengguna, dan spesialis analitik. Alat Pengembangan: Perangkat keras dan perangkat lunak seperti komputer, perangkat mobile untuk pengujian, dan alat pengembangan aplikasi seperti IDE dan emulator. Sumber Daya Informasi: Informasi dan data tentang kebutuhan pengguna, tren teknologi, dan praktik terbaik dalam pengembangan aplikasi mobile. Waktu Pelaksanaan: Analisis Kebutuhan Pengguna: 2 minggu Desain Antarmuka Pengguna: 3 minggu Pengembangan Apli...
...Design Aesthetic: Style: Minimalist with a "digital influencer" look—clean, modern, and professional. Colors: Primary: Neutral tones (e.g., whites, grays, subtle beige/tan). Accents: Limited use of black and blue; instead, use small splashes of logo colors as accents to emphasize key information or sections. Overall Feel: Lighter and more inviting than the current design, avoiding overly dark or dense visuals. Slide Templates Needed: Develop multiple slide types to address diverse content needs. Aim for a cohesive look across all slides, with consistent typography, icons, and layout spacing. Title Slide: Clean and impactful introduction slide. Incorporate neutral background with a subtle design element or texture. Space for company logo and presentation title. ...
I need help creating written examples in the format of an informative report. Ideal candidates should have experience in report writing and can create engaging, informative content. Please note, I will provide a perfect example and you will learn from it. Your task will be to: - Generate written examples in the format of an informative report - Ensure the examples are not similar to AI generated content Skills Required: - Excellent written communication - Report writing experience - Ability to create engaging content
We need the attached 8 decal images put into a photo collage, like the one we had previously created (image attached) Simple Project.
Experience with machine learning frameworks like TensorFlow, PyTorch, Keras, or Scikit-learn. • Hands-on experience with cloud platforms such as AWS, Azure, or GCP. • Experience in Machine Learning and Neural Network architectures like Ensemble Models, SVM, CNN, RNN, Transformers, etc. • Experience in Natural language processing (NLP) tools: NLTK, Spacy, and Gensim. • Experience in MLOps tools such as Kubeflow, MLflow, or Azure ML. • Knowledge/hands-on experience with workflow tools like Airflow. • Experience with Microservices architecture. • Experience with SQL and NoSQL databases such as MongoDB, Postgres, Neo4j, etc. • Experienced with Rest API python frameworks such as Fast API/Flask/Django. • Excelle...
video editing from giving video data (5minutes) with for example nice zoom effect with some text overlays... video output: colorful and dynamic clip for spa
...Model Training To build a complex and advanced GPU-based training model, especially for deep learning, machine learning, data processing, and performance monitoring, the following libraries are recommended. 1. Deep Learning and Machine Learning Frameworks · • TensorFlow (with GPU support): tensorflow-gpu · • PyTorch (with GPU support): torch, torchvision, torchaudio · • Keras: keras · • XGBoost (with GPU support): xgboost · • LightGBM (with GPU support): lightgbm · &nb...
Make the beach and the turtle. Ambient heat showing Is summer. The turtle comes and go three times in timelapse, and the nest with eggs apears each time she comes. Then show how she builds her nest with sand and leaves. Then another much more dense timelapse (to represent 45 to 70 days). The babys come out of the eggs and leave.
Mahasiswi baru yang memiliki sifat pekerja keras dan mandiri. Tertarik melamar pekerjaan part time dengan waktu kerja di luar jam kuliah. Memiliki minat menjadi pengusaha muda. Secara khusus, memiliki ketertarikan sebagai penulis freelance, dan admin media sosial.”
...Training To build a complex and advanced GPU-based training model, especially for deep learning, machine learning, data processing, and performance monitoring, the following libraries are recommended. 1. Deep Learning and Machine Learning Frameworks · • TensorFlow (with GPU support): tensorflow-gpu · • PyTorch (with GPU support): torch, torchvision, torchaudio · • Keras: keras · • XGBoost (with GPU support): xgboost · • LightGBM (with GPU support): lightgbm · ...
...skilled professional to help build and optimize our Shopify website, , in GemPages with a strong focus on mobile conversions. Here’s what we need: 1. Home Page: • We’re aiming for a design that packs in more content above the fold, creating a dense, engaging layout. We have specific inspiration but are open to your suggestions on how to best achieve this for optimal user experience and conversion. 2. Product Page: • The product page is nearly complete, but we’d like your expertise to finalize it with the same dense, above-the-fold focus to maximize conversion potential, especially for mobile users. 3. Landing Pages: • We have content prepared for a series of targeted landing pages. Each page should be visually engaging, optimized to ...
I'm looking for a freelance developer to create an AI-based Customer Relationship Management (CRM) system integrated with TeleCRM and capable of automating our digi...in identifying and categorizing our customer base for tailored marketing. - Digital Marketing Automation: Ultimately, the CRM should automate and provide signal platform for our digital marketing efforts, saving us time and resources. Ideal Skills and Experience: Programming Languages: Python, Java, JavaScript (for front-end), possibly R (for data analysis) AI Frameworks: TensorFlow, PyTorch, Keras Database Technologies: MySQL, PostgreSQL, MongoDB Cloud Computing: AWS, Azure, GCP API Integration: Experience with various APIs to connect different systems Data Science Skills: Data cleaning, feature engineering, m...
I need a skilled Python developer with deep learning experience to run my Keras-based project. Key Responsibilities: - Execute the deep learning project written in Python. - Use Keras as the primary deep learning framework. Ideal Skills: - Proficiency in Python programming. - Extensive experience with Keras. - Knowledge of deep learning concepts. - Ability to troubleshoot and optimize code.
...project. Procedural Cityscape with Lighting: Build a procedurally generated cityscape using simple shapes (e.g., cubes, pyramids) to give the scene a stylized urban look. Integrate realistic lighting and shadow effects to enhance the depth and atmosphere of the fog-filled cityscape. Implement first-person controls or an animated camera that allows users to explore the city, immersing them in the dense fog. Who We’re Looking For: Skilled in shader programming (HLSL, GLSL) and experienced in 3D graphics. Creative with procedural generation techniques and enhancing visual depth through lighting and shadows. If you’re excited to bring this project to life, please reach out with your portfolio or similar work. We’re looking forward to collaborating on this visually c...
...showing stock movements and forecasted changes for various timeframes (1 day, 1 week, 1 year). User Interface Design: Build a responsive, user-friendly UI with search functionality, stock filtering, and clear navigation. Ensure the interface allows seamless exploration of stock data and predictions for weekly decision-making. Requirements: Proficiency in Python and ML frameworks like TensorFlow/Keras for AI model development. Experience with financial data APIs (Yahoo Finance, Alpha Vantage). Strong skills in frontend development (HTML, CSS, JavaScript) to design an intuitive UI. Familiarity with stock trading concepts and financial market analysis. Preferred Skills: Experience in time-series forecasting models, particularly LSTM for weekly stock predictions. Knowledge of data ...
I'm conducting research and need a real example of a bound eSIM profile package from a US mobile operator. This could be from AT&T, Verizon, or T-Mobile. The package should be one that has been downloaded onto an Android smartphone, not a test package. Ideal Skills and Experience: - Access to an eSIM capable Android smartphone - Ability to download and identify the correct eSIM package - Understanding of eSIM technology and Android systems The package does not need to be activated and will be encrypted. So, I would not be able to read the encrypted contents (like IMSI and key K), but I will be able to read the metadata. Understanding the metadata for an operator eSIM profile is what I am interested in seeing. You can download these eSIM profiles over the Internet and...
To create an effective weight loss program, set realistic goals and focus on a balanced diet with nutrient-dense foods in controlled portions. Develop an exercise routine that combines cardio, strength, and flexibility workouts. Encourage healthy lifestyle habits, like mindful eating, hydration, stress management, and regular sleep. Track progress, making adjustments as needed, and provide educational resources and motivational content to support participants. Consistency and patience are key for long-term success in achieving and maintaining weight loss goals.
I'm seeking a skilled graphic designer to create a realistic graphic for engraving. The design should feature three deer in an open meadow forest setting, standing still. Key requirements: - Proficient in creating realistic graphics suitable for engraving. - Experience in wildlife and nature design. Your understanding of the differences and nuances between creating for different settings (dense forest, open meadow, mountainous forest) is critical. The deer should be depicted in a calm, poised manner. The final design needs to be detailed enough to convey the beauty of these creatures in their natural habitat, while also being suitable for the engraving process. The design should be stylized to highlight artistic elements. Please incorporate line art style in the design.
Pelajar SMA kelas XII di Kota Surabaya yang memiliki sifat pekerja keras dan mandiri. Tertarik melamar pekerjaan part time dengan waktu kerja di luar jam sekolah. Memiliki minat menjadi social media specialist. Secara khusus, memiliki ketertarikan sebagai penulis freelance, dan admin media sosial.”
I need an expert in deep learning with a strong grasp on few-shot learning. The objective is to set up a few-shot learning system that can reconstruct high quality images from low light sources. This system will be implemented on a desktop application. Ideal Skills: - Deep Learning - Few-Shot Learning - Low Light and Resolution Enhancement -...learning system that can reconstruct high quality images from low light sources. This system will be implemented on a desktop application. Ideal Skills: - Deep Learning - Few-Shot Learning - Low Light and Resolution Enhancement - Desktop Application Development Experience: - Proven track record in image enhancement projects. - Familiarity with various deep learning frameworks (TensorFlow, PyTorch, Keras). Please implement the system usi...
...Technologies et Outils TensorFlow : Pour l’analyse vidéo et la reconnaissance d’images. OpenCV : Pour le traitement d’images et la vision par ordinateur. PyTorch : Pour le développement de modèles de deep learning flexibles. Keras : Pour créer et entraîner des modèles de réseaux de neurones. Scikit-learn : Pour l’analyse de données et les prédictions statistiques. Compétences Requises Maîtrise de TensorFlow ou équivalent (par exemple, PyTorch) Maîtrise d’OpenCV ou équivalent (par exemple, SimpleCV) Maîtrise de PyTorch ou équivalent (par exemple, TensorFlow) Maîtrise de Keras ou équivalent (par exemple, PyTorch avec...
It's a simple and small project. It should not take more than 1 hour for an expert. My budget is AUD $15. Please message me for more details.
It's a simple and small project. It should not take more than 1 hour for an expert. My budget is AUD $15. Please message me for more details.
I have an example gif and need the same reproduced (background) but different character. I will give you my character in png and mp4. Movie character is preferred but if now still is fine. I will need it within a few hours. Will lead to more work.
...avoid repeated assets and all assets ownership transfer and no one can use them back Comprehensive Map Design Overview Map Specifications Size: 4 km x 4 km (16 square kilometers) General Layout: Right Side: Mountain Areas Left Side: City Areas Down Side: Beach Area --- 1. Terrain Features A. Mountain Areas (Right Side) Landscape: Rugged terrain with steep slopes, rocky outcrops, and dense vegetation. Varying elevation levels to create a dynamic mountain landscape. Racing Track: Location: Positioned on the upper section of the mountain. Design: A circuit with sharp turns and elevation changes for exciting racing experiences. Includes pit stops and spectator areas. Roads: Main Road: A large highway connecting from the mountain to the city, facilitating hi...
...the background. It should take up about 1/3 of the space in the foreground. Background – Terrasen Landscape: The backdrop should be a rich, detailed landscape that captures the essence of a magical, northern kingdom. Terrasen is known for its sprawling forests, snow-capped mountains, and a regal city, but the focus can be on the natural beauty rather than city details. Forest Elements: Include dense, towering trees in the mid-ground, with soft shades of green, brown, and gold. The trees should look ancient, with some having moss-covered trunks and twisting roots to give a feeling of an enchanted forest. Mountains in the Distance: In the background, you can add faint outlines of majestic, snow-covered mountains to give the impression of depth and grandeur. Skies: The sky sh...
...experience in AI development and natural language processing. - Proficiency in understanding and working with the Cairo dialect of Egyptian Arabic. - Experience in creating scalable systems. - Previous work in developing customer service AI systems is highly desirable. Languages and Frameworks: Python: Commonly used for AI and machine learning development, and has robust libraries (like TensorFlow, Keras, or PyTorch) for building AI models. Natural Language Processing (NLP): Specifically for building language models that understand and respond in Egyptian Arabic. Look for skills with frameworks like spaCy or Hugging Face Transformers. Dialogflow (Google), Microsoft Azure AI, or Amazon Lex: These platforms provide pre-built conversational AI frameworks that can handle voice intera...
...weights) when mapped on to the dataset object d. placeholder for custom loss function with RMSE implementation e. model must be coded in OOP style (NOT using Sequential or Functional style) f. model must be saved at end of each training cycle, and can be reloaded for further training (with more epochs) g. there should be 2 placeholder classes for 2 models i. a simple ANN (with dense layers and LeakyReLU activation function) ii. a LSTM model for assuming this is a multivariable time series regression problem) 2. Create a 2nd script to load the trained model above and evaluate it on a directory of test CSVs a. also use b. propose how you would handle the preprocessing step for the test data 3. Document code in NumPy style (
...experience in AI development and natural language processing. - Proficiency in understanding and working with the Cairo dialect of Egyptian Arabic. - Experience in creating scalable systems. - Previous work in developing customer service AI systems is highly desirable. Languages and Frameworks: Python: Commonly used for AI and machine learning development, and has robust libraries (like TensorFlow, Keras, or PyTorch) for building AI models. Natural Language Processing (NLP): Specifically for building language models that understand and respond in Egyptian Arabic. Look for skills with frameworks like spaCy or Hugging Face Transformers. Dialogflow (Google), Microsoft Azure AI, or Amazon Lex: These platforms provide pre-built conversational AI frameworks that can handle voice intera...
I'm looking fo...The project should be structured with the entire setup in a single directory. This includes API routes and a chat example within the SvelteKit structure. - The function call flow should be as follows: 1. A user asks a question. 2. The API sends the request to OpenAI. 3. OpenAI invokes an internal function (e.g., get_data1 or get_data2). 4. The function runs and returns data to OpenAI, which continues its computation. 5. The final response is streamed back to the user. - The functions get_data1() and get_data2() should fetch static data. - The chat functionality should be able to handle basic text messages only. Tech Stack: - SvelteKit Deliverable: A working example of the above setup, clearly demonstrating the interaction and function calling...
