Python gui examplepráce
Dobrý den, potřebuji ze stránky na binance vyextrahovat obchodovaný symbol, cenu, směr nákupu (buy long/short, close long/short) a zaslat přes API zprávu do binance na vytvoření objednávky, která bude vypadat dle github binance následovně: order = client.futures_create_order( symbol=symbol, side=side, type='MARKET', quantity=quantity, positionSide=positionside, closePosition=close kde symbol = pár (např. SOLUSDT); side = BUY nebo CLOSE; quantity = aby byla hodnota 120 USD, tzn. je nutné vypočítat dle přečtené ceny na stránce; positionSide: LONG nebo SHORT. Vize je, že chci kontrolovat nová ...
...všech koutů světa a jejich prezentace, Frontend - ty: jde do všech koutů světa také). Odměna je podíl na zisku. Do budoucna až bude projekt kompletně hotový uvažuji o přijetí investora, který by nám pomohl s jeho rozjezdem s "Big Bang". General: Technologie: WordPress, Elementor, Astra, Python, SQLLite, Django, Pandas, Numpy Provider: Forpsi / Webglobe / AWS / Jiný (s největší pravděpodobnosti služba: "Virtuální privátní server (VPS)" nebo "Virtuální managed server (VMS)" --> na serveru poběží ještě můj python code generující obsah, plus vlastní doména Data: jsou uložena zat&iacu...
V tuto chvíli jsme na světe nenašli podobný projekt a tak se potřebujeme posouvat dopředu rychleji. Věříme v sílu freelancers a virtuálních týmů. Aktuálně na projektu pracuje 7 lidí, z toho 4 programátoři (javascript, python). Hledáme kolegu nebo kolegyni, který/á by dokázal vývojový tým dlouhodobě zastřešit. Kromě znalosti programování, zkušenosti s řízením týmu a koordinací vývoje SW, je nutnou podmínku kvalitní angličtina.
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Hledáme python developera pro rozšíření týmy pro přepsání webové aplikace. Zabýváme se diagnostikou snímků očního pozadí pomocí umělé inteligence pro medicínské účely. Našim posláním je včasný záchyt pacientů aby jim byla poskytnuta odborná péče včas a předešlo se tak vážným poškozením jejich zraku. Potřebujeme přepsat aplikace z C# (na základě poznatků z pilotního provozu) do pythonu. Cílem je přepsat obslužnou část aplikce, která v sobě zahrnuje user management, use casy používané lékařským personálem ...
Hledáme python developera pro rozšíření týmy pro přepsání webové aplikace. V Aireen se zabýváme diagnostikou snímků očního pozadí pomocí umělé inteligence pro medicínské účely. Potřebujeme přepsat aplikace z C# (na základě poznatků z pilotního provozu) a protože většina týmu používá běžně python, rozhodli jsme se využít situace přepsat aplikaci do pythonu. Cílem je přepsat obslužnou část aplikce, která v sobě zahrnuje user management, Use casy používané lékařským personálem pro nahrávání snímků, spuštění ...
Hledáme vývojáře na plný úvazek na 3+ roky pro vývoj CRM na míru v jazyce Java, GUI extJS, DB Oracle. Ideálně v lokalitě Praha/Brno/Znojmo (CZE resident preferred, fluent czech language is a must).
Potrebujeme udelat nekolik updatu na jiz existujici aplikaci (Python, Django, JS). Vzhledem k tomu, ze vetsina updatu ma byt hotova pred Vanoci, potrebujeme nekoho, kdo se bude moci projektu plne venovat a bude to pro nej priorita. V pripade spokojenosti je zde sance na dlouhodobou spolupraci. Vice info povime ve zprave.
V současné době do naší firmy hledáme spolehlivého, flexibilního programátora na dlouhodobou spolupráci. Hledáme člověka, který by byl schopen fungovat v týmu a byl připravený vést o vývoji diskuzi. Možnosti úvazku: HPP, DPP, Půl úvaze...diskuzi. Možnosti úvazku: HPP, DPP, Půl úvazek Odborné znalosti: - Dobrá znalost vývoje a návrhu firmweare v jazyce C/C++ - Zkušenost s programováním procesorů ARM, (znalost kompilátoru RVCT výhodou) , MediaTek - Znalost vývojového prostředí VisualStudio 2008 a prostředí Linux - Orientaci v elektronických schém...
Mac Python Naprogramovat script v Python, ktery bude a) cist zpravy na Twiteru a Telegramu od definovanych odesilatelu, b) ze zpravy vyjme ciselnou informaci a vlozi ji do .xls a odesle na Api. Jedna se o udaje o pohybu trhů. Zprovoznit na Osx.
Poptávám tvorbu workflow nástroje s možnostmi rozšíření. Běžícího v cloudu pro větší množství uživatelů. S webovým rozhraním a možností tvorby vlastního workflow ve webovém rozhraní. Součástí projektu bude vytvoření takového nástroje, webového GUI, dashboardu pro uživatele, administrátorské rozhraní a webových stránek
Potřebuji vytvořit jednoduchý SW a GUI v Jave, který se bude připojovat na cca 5 zdrojů dat přes jejich API, bude ukládat data z těchto zdrojů do .csv plus bude schopen využít některé příkazy jednotlivých API zdroje.
Potřebuji vytvořit jednoduchý SW a GUI v Jave, který se bude připojovat na cca 5 zdrojů dat přes jejich API, bude ukládat data z těchto zdrojů do .csv plus bude schopen využít některé příkazy jednotlivých API zdroje.
...Mitteo, první chytrý terč na světě, byl stvořen pro sportovní střelce ISSF. Jde o jediný kompaktní box připojený přímo na váš tablet, smartphone nebo počítač. Hledáme schopné vývojáře Kdo bys měl být: Nadaný vývojář s chutí experimentovat a tvořit. Vývojář, který chce expandovat do celého světa. Tvé schopnosti by měly být: ARM Dobrá znalost C/C++ (Python). Znalost GNU/Linux. Znalost síťové komunikace a ARM architektury. Základní znalost Image Processing. Zkušenost s ARM mini pc (Rasberry Pi, Beaglebone, Arduino). Tvá hlavní zodpově...
Dobrý den, hledáme vývojáře pro vytvoření aplikace v Adobe AIR, která bude kompatibilní s Mac & PC. Již máme hotov design GUI a potřebujeme programátora pro napsání kódu pro deskopový software. Software bude script aplikace s textem, která umožní uživatelům vytvořit textový script pro nahrávání jejich hlasu. To budou moci následně použít při tvorbě videa svého videa, apod. Zde jsou vlastnosti, které by měla aplikace mít: - textový editor - drag and drop rozhraní - export script do Microsoft Word Documents, .PDF and PowerPoint Slides. - Nahrávání hlasu Přikl&aac...
Jedna sa o jednoduchy program, ktory sluzi na vykreslovanie hodnot z databazy do 2D grafu. Tieto hodnoty su vykreslovane ako "body" v grafe, kde na X-ovej osi sa nachadza casova os (datum + cas "YYYY-MM-DD HH:MM:SS") a na Y-ovej osi trvanie (minuty "int/float"), rovnako je tvorena aj databaza. Toto vsak je uz hotove, na zjednodusenie sme pouzili matplotlib kniznicu, avsak potrebne je dorobit malu cast do kodu. TASK: Vykreslovanie bodov ostane nezmenene, avsak s jednym rozdielom. V databaze sa moze nachadzat 10 000 zaznamov, z toho moze byt 2000 pondelkov, 3000 utorkov, atd. v zavislosti od daneho datumu v databaze. Tieto hodnoty sa teda budu vykreslovat tak ze na X-ovej osi budu atributy (pondelok, utorok, streda, ...) a Y-nova os ostane nezmenena, cize ...
I need an app built with python to take call recordings, Transcribe and Diarize the call into a JSON output, Summarize the call based on a set of goals, gauge the sentiment of the conversation, and save all this into a simple user interface. I want to use locally hosted LLM/AI models. Whisperx and Ollama (Not sure which models to use for the summarization), and I have a basic layout of how to do all of that. The data can be loaded into a SQL database. The interface should be a simple table layout with a list of the calls, including the date and time of the call, To and From Numbers, and the Sentiment. When you open a call, I would like to see a player at the top to listed to the call, the summery of the call on the right side, and the transcript in the main body. The call should...
...compatible GUI application built upon my existing Fortran code. The desired user interface style is a Cross-platform one, ensuring it is intuitive and user-friendly. Key Features: - Data Visualization: The application should be capable of visually representing data in a clear and comprehensible manner. - Data Input Forms: There should be interactive forms for data entry, making the application accessible for users with varying levels of technical expertise. - File Processing: The ability to process files is crucial, enabling users to work with their own datasets. Ideal Skills: - Proficiency in Fortran and GUI development. - Experience in creating Cross-platform style user interfaces. - Competence in implementing data visualization tools and file processing capabilities w...
...worldwide, facilitating efficient and cost-effective freight management. The platform will include features such as: - User registration and profiling - Meeting scheduling and management - Freight forwarding marketplace - Matching algorithm - Payment gateway integration - Rating and review system Requirements: - Front-end development: HTML, CSS, JavaScript, React/Angular - Back-end development: Java/Python/Ruby, Spring/Django - Database management: MySQL/PostgreSQL - API integration: Payment gateways, mapping services - Security and authentication: Encryption, secure authentication, authorization Proposal Request: We would like to request a detailed proposal from your company, including: - Project timeline with milestones and deadlines - Pricing breakdown, including any add...
I am looking for a skilled data scraping professional with experience in extracting text content from websites. - Primary Source: The data needs to be scraped from a specific website. - Data Type: The focus is primarily on text content. - ...looking for a skilled data scraping professional with experience in extracting text content from websites. - Primary Source: The data needs to be scraped from a specific website. - Data Type: The focus is primarily on text content. - Frequency: The data needs to be scraped periodically. Ideal skills for the job would include proficiency in web scraping tools and programming languages such as Python, familiarity with data extraction from websites and understanding of web data mining. Previous experience with similar projects will be an ...
...feature to assess user emotions and provide more personalized recommendations. Key Features and Requirements: Phase 1: Foundational Modules (Mini Project) Resume Parsing and Preprocessing Extract and preprocess key details (e.g., skills, education, experience) from resumes in various formats (PDF, Word, etc.). Detect and correct formatting issues (e.g., inconsistent fonts, alignment). Tech Stack: Python, NLP (spaCy, pandas, pdfplumber). Keyword Detection and Job Trends Analysis Scrape job portal data or integrate APIs (LinkedIn, Glassdoor) to identify high-demand industries, trending roles, and skills. Generate visual reports for job market trends. Tech Stack: Web scraping tools (BeautifulSoup, Selenium), data visualization libraries (matplotlib, seaborn), NLP. Deliverable for P...
I am looking for a data analyst who can analyze user behavior data for my project. The main objective is to evaluate the performance data and derive meaningful insights. Ideal skills and experience for the job include: - Proficiency in data analysis tools such as Python, R, or similar - Experience in analyzing user behavior data - Ability to present findings in a clear, understandable way
I need a Python code leveraging the Zerodha Kite API. The code should track the Open Interest (OI) change for both call and put options based on a specified strike price, expiry, and time frame. Ideal Skills: - Proficient in Python - Experience with the Zerodha Kite API - Knowledge of options trading and Open Interest Output Requirements: - The data should be formatted as a JSON file Please provide a brief overview of your relevant experience when bidding.
Milestones can be discussed after project will be viewed. We are looking for an experienced full-stack developer with solid skills in Python, SQL, Node.js, Vue.js, PHP, and Blade. You should be proficient in both backend and frontend development and write clean, efficient code. Your tasks and skills: • Developing high-performance web applications using Python and SQL. • Building modern frontends with Vue.js and Laravel Blade. • Confident handling of backend technologies like Node.js and PHP. • Experience with APIs, authentication, and security best practices. • Efficient, structured work with a focus on quality and scalability. If you are passionate about working on exciting projects with modern technologies, we look forward to your applicati...
...1. Natural Language Processing (NLP): • Knowledge of technologies and libraries for working with text and speech: • Google Dialogflow, Microsoft Bot Framework, Amazon Lex. • OpenAI (for example, GPT models), Hugging Face Transformers. • NLP libraries: spaCy, NLTK, Rasa. Technologies text-to-speech (TTS) and speech-to-text (Speech-to-Text, STT): • Working with tools such as: • Google Speech-to-Text and Text-to-Speech. • IBM Watson, Microsoft Azure Speech. • Open-source TTS and STT solutions (for example, Coqui or Mozilla TTS). Programming: • Main languages for developing voice bots: • Python (popular libraries: SpeechRecognition, pyttsx3, Flask/FastAPI for the server side). • JavaScript (Node.js f...
I'm looking for a seasoned freelancer with deep expertise in Node.js, Python, and Azure AI or other AI APIs. Your task will be to refine my existing code and improve the Azure AI integration, or switching to a more effective AI if necessary. basically how it works is i input images in a folder called manhwa then start the code it slices the images i provide then generates a summary of it using chat gpt then it turns the summary into voice using tts then combines it with its respective image and generates a video what i want you to do it get better summary and character reconization add a free ai humanizer so the output doesnot sound 100% ai and gets detected as ai add recap in different languages add animations to the pictures and other stuff to enchance the ouput Note : th...
I'm seeking an expert Python developer with a profound understanding of options trading to create a program aimed at trading on Alpaca. The program needs to implement "Straddle/Strangle" and "Long call or puts" strategies or whatever works (no shorting). Requirements: - An impressive success rate of 80%+ with a minimum of 40 trades each month. - A proven track record of achieving over 20% returns in the past month. - Profound knowledge and experience in options trading, specifically with the mentioned strategies. - Python programming expertise, with prior experience in developing trading programs. Please bid only if you can meet these criteria. After all submitions, programs will be ran in paper trading account. Best performance over 20% gains aft...
I'm seeking an expert Python developer with a profound understanding of options, stocks, and or etf trading to create a program aimed at trading on Alpaca. The program can implement "Straddle/Strangle", "Long call or puts" strategies, long or short stocks/etfs. Requirements: - An impressive success rate of 80%+ with a minimum of 40 trades each month. - A proven track record of achieving over 20% returns in the past month. - Profound knowledge and experience in options trading, specifically with the mentioned strategies. - Python programming expertise, with prior experience in developing trading programs. -Program must be continuously running and historic and live data should be from free api sources. (Or cost of service is considered against the mon...
I'm looking for an expert to help me train an OpenAI ...and leverage RAG or vector stores, with the goal of enhancing its text generation capabilities specifically for technical documentation and financial analysis. Key Responsibilities: - Utilize OpenAI API - Implement RAG (Retrieval-Augmented Generation) and vector stores in the training process - Focus on improving the model's technical analysis and text generation capabilities Ideal Skills: - Python - Proficient in using OpenAI API - Experienced in model training - Knowledgeable about RAG and vector stores - Familiar with technical documentation The ultimate goal is to expand the OpenAI model's capabilities to generate high-quality technical documentation. Experience in both AI model training and financial anal...
Need a skilled Python Data Analyst to assist with data processing, analysis, and visualization for time series data. The ideal candidate will have experience working with Python advance models to clean, manipulate, and interpret complex datasets. Your role will involve preparing data for analysis, identifying trends, and generating actionable insights to support decision-making processes. The candidate should have a strong understanding of data structures, statistical methods, and problem-solving techniques. Experience with Jupyter Notebooks, Excel integration, or other data analysis tools is a plus. Excellent communication skills and the ability to present findings clearly to non-technical stakeholders are essential. Whether it’s automating workflows, creating dashboa...
...). • Languages: • Translate into 85+ specified languages (list to be provided). • User-Friendliness: • Drag-and-drop functionality or minimal clicks to process files. • Compatible with macOS (no complicated installation). • Editable Output: • Ensure the translated .SRT files can be opened and edited later (e.g., using TextEdit or any text editor). Example of .SRT Structure: Here is an example of the English .SRT structure for reference: 1 00:01:08,420 --> 00:01:19,420 Lacoste is a French medieval village in the Vaucluse department of the Provence-Alpes-Côte d’Azur region in the South of France. 2 00:02:19,520 --> 00:02:31,520 It's a beautiful July morning, already 33°C and warming up. Join us...
I'm looking for an experienced and professional part-time trainer to teach AI, ML, and Data Science with Python at a well-known training centre in Abu Dhabi. - Format: The training will be a hybrid of both online and in-person sessions. - Audience: The primary audience will be intermediate learners. - Topics: The training should cover AI, Machine Learning, and Data Science with Python. Ideal candidates should have: - Proven experience in teaching these subjects. - Exceptional knowledge and understanding of AI, ML, and Data Science with Python. - Excellent communication and teaching skills. [Removed by Administration; Terms and Conditions : 13. Communication With Other Users]
I'm looking for an expert in data extraction and analysis. I need reviews and location data gathered from around 47,000 locations based on input data I provide (company name, geolocation, and address). The extracted data will be used for analysis and insights, so the successful freelancer will be highly skilled in data scraping (Python, data manipulation). They should be able to specify a reproducible method and tool for this task. The data I need includes: 1. Reviews: with details on date and reviews. 2. Additional data from the location: including opening times and popular times. The list of locations will be provided in a CSV/xlsx file. Please include in your proposal the method and tool you plan to use, along with relevant examples of your previous work.
I'm experien...script I have for crawling and analyzing GitHub repositories. The specific problem lies with the crawling functionality. The script fails to capture the complete file structure and content when crawling GitHub repositories. This incomplete data has hindered my ability to fully analyze and evaluate the codebase of certain repositories. I need an experienced programmer with a solid understanding of Python, Selenium, and web scraping. You should be able to troubleshoot and fix the script so it can accurately crawl and collect all necessary data from GitHub, including files, directories, and their content. Please include in your proposal any relevant experience you have, particularly with crawling data from GitHub or similar platforms using Selenium or other web ...
...requires 10 people Simulation is possible via API (Web SDK sessions or headless browsers). Zoom chat message details The exact timing and content are organized in Google Docs. Recurring Meeting A recurring Zoom meeting is a good approach for daily sessions. Capabilities We’re Looking For Zoom Web SDK Expertise (automation of chat, screen sharing, etc.) VDS (Windows 11) Setup (Chrome, Node/Python, browser drivers, etc.) Fake Attendee Implementation (multiple sessions) Scheduling & Reliability (unattended 365-day operation) 1. Zoom API Integration Covers creating/deleting meetings, scheduling, and automatic start/end. Key Point: Implementing the Zoom Web SDK and fake attendees often requires both Web SDK and browser automation (Puppeteer/Selenium). 2. Goog...
Python Developer for Image Cropping & OCR Data Extraction Description: We are looking for a Python developer to help automate the extraction of data from screenshots. The project involves two key tasks: Screenshot Cropping Script: Develop a script to crop screenshots and isolate the relevant data sections, focusing on the area below the column headers. The cropping areas may vary slightly between different screenshots. OCR Data Extraction and Excel Conversion: Use OCR tools (like Tesseract) to extract text from the cropped images. Convert the extracted data into a structured format, and save it into an Excel file, with each piece of data placed into corresponding columns. Requirements: Proficiency in Python (Pillow, OpenCV, pytesseract). Experience with OCR fo...
...solution must comply with Twitter's API usage policies (if using the official API for keyword tracking). It should have an easy-to-use interface where users can add/remove keywords. If possible, integrate an option to filter mentions based on the type of content (tweets, retweets, replies, etc.). Skills Needed: Experience with Twitter API and integration. Proficiency in programming languages such as Python, JavaScript, or any relevant language to build this application. Experience with desktop notification systems (Windows and Mac). Familiarity with developing background-running apps. Ability to handle rate-limiting or other constraints related to Twitter API. Additional Information: The application should support at least Windows and MacOS. The notifications should be hig...
...Using Plotly and Dash - Deploying a Machine Learning Model as a Web Service Using Flask - Evaluating and Mitigating Bias in AI Models Using Explainable AI Tools 2. Article Specifications: - Word count: 1200–1500 words per article. - Each article should focus on a specific, real-world use case and guide the reader step-by-step on how to solve it. - Include relevant code snippets (preferably in Python or R), datasets (mention freely available sources), and clear visuals (charts, graphs, or screenshots). - Provide practical tips, challenges faced, and solutions for implementing the use case. - Ensure content is optimized for search engines, with appropriate keywords, meta descriptions, and headings. 3. Deliverables: - High-quality, plagiarism-free content with references for...
...(Relative Strength Index). • Predictive 7-day trend forecasting using machine learning (Random Forest, LSTM). 4. Market Cycle Analysis: • Detect bull and bear market trends using price action and volume analysis. 5. Alerts and Reporting: • Implement alerts for major trends via Telegram and email. • Develop a dashboard using Streamlit to display analysis. Technical Stack 1. Programming Language: Python 2. APIs: Swyftx, CoinGecko, Twitter (Tweepy or Snscrape) 3. Libraries Needed: • requests (API handling) • pandas (data manipulation) • scikit-learn (machine learning) • matplotlib (visualization) • nltk (natural language processing) • flask or streamlit (dashboarding) 4. Security Considerations: • Use environme...
I have a PDF file that has data in it. I need to create a script that that reads the PDF file, then reads data from a CSV and outputs a new PDF with that data. I need this done immediately.
I'm looking for a Python expert to add a small function to an existing Python tool. The main task of this function will be related to data processing, specifically data transformation. The function will need to handle data mapping and conversion. Ideal Skills: - Proficient in Python - Experience with data processing and transformation - Knowledge of data mapping and conversion techniques - Familiarity with writing functions in Python Your task will be to seamlessly integrate this function into the existing tool, ensuring it operates efficiently and effectively.
...clear and understandable feedback to the user in case of errors during processing. **Program Workflow (User Interaction):** 1. **Program Launch:** - The user opens the Windows application. 2. **Opening Files:** - The user selects a technical drawing or a folder containing multiple drawings. 3. **Preview:** - The selected drawing is displayed in a preview window within the GUI. 4. **Property Recognition:** - The software analyzes the drawing for properties such as material, surface finish, and tolerances. - Found properties are: - Displayed in a "Properties" window. - Highlighted in different colors on the drawing for easy review (e.g., material = green, surface = blue). - Editable by the user. 5. **Logo Recogni...
Key Skills: Networking Knowledge: Understanding networking concepts, protocols, and services is crucial for analyzing network security and performing penetration tests. Scripting Skills: Being able to write scripts in languages like Python, Bash, or PowerShell can automate tasks and enhance your capabilities. Understanding of Operating Systems: Familiarity with Linux and Windows operating systems is essential for exploiting vulnerabilities and administering systems. Knowledge of Security Concepts: Understanding different types of attacks (e.g., phishing, DDoS, man-in-the-middle) and security practices (e.g., firewalls, encryption) is important. Certifications: Consider pursuing certifications such as Certified Ethical Hacker (CEH), Offensive Security Certified Professional (OSCP...
Key Skills: Networking Knowledge: Understanding networking concepts, protocols, and services is crucial for analyzing network security and performing penetration tests. Scripting Skills: Being able to write scripts in languages like Python, Bash, or PowerShell can automate tasks and enhance your capabilities. Understanding of Operating Systems: Familiarity with Linux and Windows operating systems is essential for exploiting vulnerabilities and administering systems. Knowledge of Security Concepts: Understanding different types of attacks (e.g., phishing, DDoS, man-in-the-middle) and security practices (e.g., firewalls, encryption) is important. Certifications: Consider pursuing certifications such as Certified Ethical Hacker (CEH), Offensive Security Certified Professional (OSCP...
I require a skilled coder for a data extraction project focused on text data from various websites. Ideal Skills and Experience: - Proficiency in web scraping techniques and tools. - Strong coding skills, preferably in Python or similar languages. - Experience in data extraction from websites. - Attention to detail and ability to handle large volumes of data.
I need a solution that utilizes Selenium to capture full page screenshots of both the search results page and the detail page. The screenshots need to be in PNG format. Ideal Skills and Experience: - Proficient in Python (or preferred language) and Selenium - Previous experience with full page screenshot implementation - Understanding of website structure and navigation - Familiarity with PNG screenshot formatting Search result page : :%224107%22,%22boolean%22:%22AND%22,%22bricks%22:%5B%7B%22_id%22:%224108%22,%22key%22:%22brandName%22,%22value%22:%22Adidas%22,%22strategy%22:%22Simple%22%7D%5D%7D&_=1737227989868&fg=_void_ Detail page :
...NHTSA. 3. Market Value Insights: Display trade-in, private party, and dealer retail values from trusted sources (KBB, NADA). 4. Comparable Sales Data: Show 10 comparable vehicle listings within 50 miles of the area code of my clients. If cannot produce 10, search in a larger area in increments of 50 miles. For example, 50 miles, then 100 miles, then 150 miles from area code, etc. This can be achieved by online searching utilizing our most popular car listing websites. For example, , , craigslist, Autotrader, etc. This is a key step in my application and is a required feature for my vision. This alone makes my formula different from other auto appraisal applications. 5. A vehicle conditions report. This can be achieved by a section of the customer's fill-out form ...
