개인적으로 교육연구에서 자주하는 (통계)분석 몇 개를 자동으로 할 수 있는 간단한 R 패키지를 만들고자 합니다. 테스트데이터(Treatment/Control 그룹 사전/사후 데이터 셋(csv 파일)을 종류별로 인식하여 읽어들이고, 사전데스트/사후데스트로 구분할 수 있게 변수명을 바꾸고 (예: 수집된 데이터 문항 Q1, Q2, Q3...로 되어 있는데요, 사전테스트 데이터면 Q1_pre, Q2_pre, Q3_pre...로, 사후데이터면 Q1_post, Q2_post, Q3_post...로 변환), 해당 데이터별로 제가 이미 만들어 놓은 스크립트를 돌려 (Item Analysis, ANCOVA 등의) 분석을 자동 시행하고 결과를 출력하도록 하는 간단한 패키지입니다. 데이터셋을 종류별 구분해서 읽어들이는 것이 관건인데, 제가 이 부분에서 애를 먹고 있는 중입니다. 사용자로부터 (treatment pre, treatment post, control pre, control post) 인풋을 받아 If, For 등의 Function을 쓰면 될 듯 한데 (저의 짧은 소견입니다^^;), 제가 아직 R 함수에 익숙치 않아 주로 이 부분을 R 전문가의 도움을 받고자 합니다. 구체적으로 무엇을 구현하려고 하는지는 지금까지 제가 만들어 놓은 스크립트와 관련 문건들을 파일로 참고하시면 되실 듯 합니다. 다시 한번, 도움주실 내용의 핵심은 4종류의 데이터셋을 구분하여 읽어들이는 스크립트/함수가 되겠고요, 두번 째로 중요한 것은 스크립트가 완성되면 분석별로 스크립트를 묶어 함수화하는 것이 되겠습니다. 참고로, Item ...
Low-latency Video Chat Sample source 화상 회의의 영상은 300ms 이하의 latency를 유지하여야 합니다. 짧을 수록 좋습니다. 두 대의 스마트폰에서 서로 실시간 영상이 전송되는 샘플 정도면 됩니다. 안드로이드와 아이폰에서 서로 되면 좋겠습니다.
Locate a company worth investing in Germany. The selection of "good to great" by Jim Collins basis. The final selection of firms draw less than 10 . Please note of the recent trend ROE and dividend payout ratio of over five years to research information. Photos and character analysis of the current CEO is also required. Please direct investment is possible and include information on whether the current share price is appropriate. All materials are sure to leave with an English translation of the original and smooth. 독일에 주식투자할만한 기업을 찾습니다. 짐콜린스의 "good to great"을 기본으로 선정합니다. 최종 선정 기업들은 10개 이내로 추립니다. 조사내용에 최근 5년동안의 ROE 추이와 배당성향을 적어주십시오. 현재 CEO의 사진과 인물분석 자료도 필요합니다. 직접 투자가 가능하고 현 주가 시세가 적절한지 여부도 내용에 포함에 주십시오. 모든 자료는 영문원본과 매끄러운 번역본을 함께 남겨주십시오.
Locate a company worth investing in the United States, Japan, China, Hong Kong, Germany, the United Kingdom and Australia. The selection of "good to great" by Jim Collins basis. The final selection of firms draw less than 10 per each additional countries. Please note of the recent trend ROE and dividend payout ratio of over five years to research information. Photos and character analysis of the current CEO is also required. Please direct investment is possible and include information on whether the current share price is appropriate. All materials are sure to leave with an English translation of the original and smooth. 미국, 일본, 중국,홍콩, 독일, 영국, 호주에 주식투자할만한 기업을 찾습니다. 짐콜린스의 "good to great"을 기본으로 선정합니다. 최종 선정 기업들은 각 국가당 10개 이내로 추립니다. 조사내용에 최근 5년동안의 ROE 추...
...products. Live classes • Schedule – This will have a detailed schedule of that month’s classes. Including time, subject and any special events. • Live Classes – This page will have a live video stream of me teaching English. It will allow the users to interact with me and each other through the live chat box next to the screen. Only paid members can view the stream. Can be view on the website or mobile app. • Catch-up class – The following day, I will upload a recorded version of the live streams to the website for viewers who missed the stream to view again. Only paid members can view the catch-up videos. Can be view on the website or mobile app. Video Lesson – These will be 10 episode series about a different topic of Eng...
I'm in need of a customised tool that can perform data analysis for customer behavior data. Key Features: - Data Analysis: The tool should be able to analyze customer behavior data and present it in a clear and understandable manner. Integration: - API Integration: The tool should be able to integrate with our accounting software via API. Ideal Skills: - Experience with custom tool development - Proficiency in data analysis and visualization - Familiarity with API integrations - Previous experience with customer behavior data a plus.
I am in need of a networking expert proficient in Squid Proxy and Linux. The task involves creating a script that automatically turns a vps with a subnet into a residential proxy pool It's an ideal project for a developer who's well acquainted with Squid Proxy, understands network firewall setup, and has experience in dealing with Linux-based VPS. Running networking diagnostics would also come in handy as the task may involve troubleshooting any potential connectivity issues that may arise during setup.
I'm in need of an individual with advanced expertise in Linear Algebra and R programming. Your critical role will encompass: - Solving complex linear equations - Matrix manipulations - Implementing statistical analysis Skills and experience sought: - In-depth knowledge and experience in Linear Algebra and R programming. - Proven ability in solving complex equations and matrix manipulation. - Experience in statistical analysis using R. - Dear skill and background in integrating R programs with other software. The specialist I'm seeking should be able to critically solve problems and integrate solutions with existing software. Ultimately, the aim is to achieve efficient results through advanced linear algebra and R programming.
I'm in need of an SEO expert to enhance my off-page optimization strategies, particularly focusing on link building and local SEO listings. Key Responsibilities: - Implement relevant link building strategies that can increase my website's authority - Optimize my website for local visibility at a national leve...strategies that can increase my website's authority - Optimize my website for local visibility at a national level, ensuring it appears in relevant searches Ideal Skills: - Proven experience in off-page SEO optimization - Ability to successfully execute link building strategies - Knowledge of local SEO techniques and best practices - Understanding of national SEO strategies and target audience analysis Please share your relevant experience and how you plan ...
We are looking for a freelancer with strong web scraping experience for an exciting and challenging project. We need to gather specific data from multiple online sources and transform it into useful, structured information for analysis. Responsibilities: Utilize web scraping techniques to extract data from selected websites. Automate the extraction process to ensure accuracy and efficiency. Clean and structure the collected data into readable and usable formats. Integrate the extracted data into a database or spreadsheet as needed. Collaborate with our team to understand specific requirements and ensure the quality of the obtained data. Requirements: Demonstrable experience in web scraping using tools like Python (Beautiful Soup, Scrapy), Selenium, etc. Solid knowledge of HTML, C...
As an economist in need of a well-analyzed internal assessment (IA) micro project, I seek an expert freelancer to generate an acc...market. Crafted with agility, I require this project immediately. Therefore, proficiency in timely delivery will be regarded highly during the selection process. A successful project will include: - IB Criteria fulfilled Ideal skills and experiences for the job would include: - Deep understanding of microeconomic concepts (especially supply-demand concepts) - Experience preparing economic analysis reports - Proven ability to deliver high-quality work under tight deadlines Your ultimate task would be to present me with a meticulously studied and accurate report, with a unique perspective on the supply and demand of cigarettes in the consumer goo...
I am in need of a specialist in data analysis, specifically focusing on textual data. The data to be analyzed needs to be classified into specific categories such as race, gender, zip codes, and more. There are 22 total excel documents (representing Festival events) with data we collected from RSVPs, to be analyzed. The purpose of this project is to gain a clear understanding of our festival demographics. The insights derived from this project will be of great value, so meticulous analysis and accurate categorization is paramount. - Ideal Skills: - Strong competence in analyzing textual data - Experience dealing with demographic-related data - Proficiency in utilizing data analysis tools - Effectiveness in delivering actionable insights - Excellent attent...
...of this particular cryptocurrency for successful implementation in the platform. - Real-time market data: Given the volatile nature of cryptocurrency, up-to-the-minute market data is essential. You will incorporate this feature into the platform to assist traders in making well-informed decisions. - Secure transactions: With the platform targeting seasoned traders, it's expected that large volume transactions will be commonplace. Making these transactions secure will be of utmost importance. - Advanced charting abilities: To help traders make informed decisions, the platform also needs superior charting capabilities. You should be able to provide these capabilities, allowing for in-depth analysis of market trends. Not only should you meet these criteria, but a t...
...strict adherence to medical documentation protocols. It is crucial to independently assess the evidence provided to mitigate potential biases from prior MRO reports and offer an additional expert viewpoint. Content Pieces: 1. Simplifying toxicology for a lay audience and the media. 2. Incorporating new information beyond the court-mandated disclosure for anticipated outcomes. An extensive MRO analysis has been executed to establish innocence, involving LC-MS-MS and GC-MS-MS tests on blood and urine promptly post-incident, arranged through and the bright side clinic collection site, yielding a negative result. Additionally, a hair follicle test was conducted on day 50, with all toxicology findings initially COMING FROM ME. The MRO deemed the police report nonsensical, asserting...
As a designer stone brand, we're in need of a series of render photos for our web assets. These photos should highlight different rooms including the kitchen, bathroom, laundry, and living room. Our preference leans towards a combination of modern and contemporary styles. Instead of specifying a color palette, each photo's color scheme will be determined by the stone being used. The ideal candidate should have: - Extensive experience in rendering photos for design firms, preferably those in the stone industry. - A knack for capturing the essence of modern and contemporary designs. - A keen eye for color schemes, and an understanding that our product - the stone - should dictate it. - Knowledge in targeting room-specific style elements for kitchens, bathrooms, laundries, ...
...perform audio forensic tasks on a series of MOV format audios. These tasks are specifically centered on: - Identifying added or altered sounds, Each audio runs for less than 10 minutes. I am seeking a review of less than one minute of video and specifically a few seconds of the quoted audio "Fuck You" to use for comparative resources. I'm anticipating your professional input in: - Speech enhancement The ideal candidate would bring extensive experience in audio forensics, with an ability to reliably confirm audio authenticity for legal purposes. Experience in working with MOV file formats would be a major plus. At APPROXIMATELY 2:00 minutes in a series of "Push Push Push" begins and "Fuck
We are a dev team and seeking a highly experienced individual dev with in-depth proficiency in Laravel, Vue, and Flutter. Your responsibility will comprise the rebranding and extending of existing Codecanyon scripts. - **Script Rebranding**: I need a meticulous freelancer able to successfully rebrand scripts to brands of clients. - **Extending Scripts**: Your tasks also include extending Codecanyon scripts by adding extra functionalities, ensuring consistent, flawless operation , implementing APIs and adding the functionalities in the existing flutter app, testing, fixing any bugs to ensure smooth operations of the system. Pay : 1. INR1200/day or fixed amount as decided by our project managers, for 8 hours of work on anydesk/github for adding functions 2. INR 2000/project for ...
...well as nurse supervisors. Key data points to include: - Hourly pay rates of each role - Years of experience in each position - Total number of employees in each role - Comparison of compression pay between the nurse employees and nurse supervisors The compression pay should be calculated using a ratio comparison method, highlighting the variation in detail. I am also looking for a detailed analysis in the report explaining the compression shown. Required skills: - Proficient in Microsoft excel - Experience in generating analytical reports - Strong attention to detail - Understanding of the healthcare system and compensation structure is an advantage but not mandatory - Excellent data interpretation skills Your final deliverable should be an organized spreadsheet and c...
The focus of this project is to analyze an Apple quality dataset using data visualization, specifically graphs. We are depending on you to provide the most accurate and engaging visual representation of our data. Key tasks: - Data visualization with Graphs - Suggest and Implement the most suitable graph types for data - Timeframe will be discussed Ideal skills and experience: - Proven track record in creating engaging graphs for data visualization - Experience with data visualization tool such as Tableau, Power BI - Strong expertise in understanding and representing data - Wide library/knowledge of graph types and when to use them. Please pitch your bid with a brief summary of your expertise and suggestion for the graph type to be used.
This project focuses on creating a Python-based machine learning model with the purpose of analyzing historical stock price...be the primary language used - Proficiency in regression models, LSTM , as the chosen Machine Learning model - Experience working with stock price data analysis and forecasting - A proven record in Machine Learning project Project Requirements: - Develop a python software that can ingest and analyze historical stock price data - Apply regression models to draw predictive insights about future stock prices - Prioritize accuracy in the predictive model - Clear presentation of the results, identifying potential investment opportunities Looking forward to working with an experienced developer who has a throrough understanding of data analysis and Machine...
For the described functionality, ...Module 1: Idea to Well-Crafted Invention - Patent Draft Report Generation All reports should be polished, error-free, include high-definition visuals, and provide accurate, dynamic, contextually appropriate prompts & responses. Module 2: Quick Search IPC, Scopes The functionality for identifying IPC codes and defining scopes must be quick, efficient, and precise. Module 3: Document In-depth Analysis This module offers detailed feedback on patent drafts and drawings, addressing all patentability criteria effectively. User History Access A robust system for tracking and retrieving past submissions and work history to facilitate easy access for users. This feature will ensure that users can review and continue their previous work without unnec...
...records and a brief description of their illness. They are given the option to book either meet online physical or phone call 6. Medical report from the customer is sent to a selected list of partner hospitals in India as an email but the Zoho CRM portal [There should be an email template for this) 7. Customer is notified that their details have been sent to a partner hospital 8. Admin post medical analysis to the client portal, then notifies the patient that their results are out and tell them to log in to their portal to view them, and should they need to discuss the results they should book a meeting from their portal 9. Patient is requested to provide next of kin details and visa details 10. Patient is notified of the travel arrangements and given an option to book a call to...
...been specified, but the successful freelancer must be capable of performing high-quality data scrapings, potentially for lead generation, market research, or data analysis. As a dedicated data professional, you should have a strong background in web scraping, data extraction, and data analysis. Please be sure to include in your application: - Your previous experience and samples of past work - A detailed project proposal outlining your approach. Your proficiency in using software and tools for data scraping, knowledge of data protection laws, and understanding of various databases will make you a top contender for this project. Time management skills and meticulous attention to detail are also crucial. The goal is to efficiently and accurately extract as many old ...
Hi Indra P., As discussed over the chat.
I'm looking to integrate Azure AI Studio with my existing system to enhance our data analysis capabilities. The ideal candidate should possess the following skills: - Proficient in Azure AI Studio and AI development - Experienced in integrating AI technologies into existing software systems - Strong background in data analysis, machine learning, and natural language processing The project will involve: - Adding Textual data, Image data, and Video data to the Azure AI Studio for analysis - Implementing Sentiment analysis, Entity recognition, and Keyphrase extraction functionalities for textual data. Please provide samples of your previous work and detail your experience with Azure AI Studio in your proposal.
As a professional with high-volume data, I'm seeking a highly skilled Excel expert. You should have proficiency in: - Data analysis - Data visualization - Excel formulas, functions and macros - Visual Basics Application (VBA) I'm dealing with more than seven datasets, each one having high complexity (many columns and over 5000 rows). I will need your expertise in managing and understanding this data. Ability to quickly comprehend and adjust to new data structures would be advantageous. Proven experience with large data sets and advanced Excel usage is a must for this project. Please include examples of previous similar work in your proposal.
I'm looking for a skilled professional to assist me in conducting network analysis and troubleshooting, as well as port scanning and service enumeration on my local network using Netcat and Wireshark. As a part of this project, I expect the freelancer to: - Conduct a thorough analysis of my network using Netcat and Wireshark - Implement solutions for any network troubleshooting issues identified - Perform a comprehensive port scan and service enumeration on my network - Provide recommendations for improving network security based on the findings - Ensure no sensitive data is exposed in the process Ideal candidates for this project should have: - Proficiency in using network analysis tools such as Netcat and Wireshark - Strong experience in network security testi...
I am in need of a competent data engineer for a small-scale data analysis task. - The project primarily revolves around performing data analysis. - The ideal candidate should be proficient in data analysis techniques. - Previous experience with data engineering will be a significant advantage. Your role will mainly involve performing data analysis tasks, so a deep understanding of data engineering and analysis is essential for this project. A strong background in Python, R, or SQL is highly preferred, though not mandatory. Please note that the project timeline is quite flexible, so you will have ample time to complete this task.
...to create a custom indicator using Pine Script v5 for the TradingView platform. The goal is to develop an indicator based on 3 existing indicators and predefined rules. The source code of all 3 indicators will be provided to the right candidate. The custom indicator should generate trade signals for alerts. Should be able to use this strategy in the Chart, where it should display buy, sell and exit signals. This project requires expertise in Pine Script v5 and a deep understanding of technical analysis principles. Expected Deliverables; 1. Convert 3 indicators into a strategy.(Source code will be provided) 2. Alert Creation. 3. Buy/Sell signal, trailing SL & trailing TP integration with alert function. 4. Session End/Start as per the script. ...
...fake invoices. The aim is to prevent financial losses and enhance security. Need to detect a submitted computer generated receipt in pdf if it is a tampered or real one. There are chances like in the computer generated bill some people can change the amount, name, address sections and submit. This model should able to detect all those tampered PDFs with minimum false positives. Do metadata analysis QR code reading in the receipt and validation Key Responsibilities: - Develop a fraud detection algorithm using Python. - Test and tune the model for maximum accuracy. Ideal Experience and Skills: - Proficient in Python programming. - Proven experience in creating algorithms, preferably in fraud detection. - Ability to demonstrate relevant past work. Applications without showc...
...Optimal candidates should possess: - Strong writing and editing skills - A knack for structuring information effectively - The ability to create engaging and clear content however, no Chatgpt , no google Bard/Gemini, or any other AI tool. Cybersecurity CIA Analysis (2019-Present) Need in-depth analysis of CIA triad in recent research? 5 IEEE papers (2019-present) Comparative table with key insights ⚡ Fast, expert research & delivery Order now & unlock cybersecurity knowledge! Tags: cybersecurity, research, CIA, IEEE, analysis, comparison - Identifying potential vulnerabilities in multiple IoT in smart city systems - Analyzing existing cybersecurity measures - Proposing enhanced security solutions The ideal candidate will understand A secure and Rob...
I'm looking to add a real estate acquisition manager, who has experience in real estate wholesale, who has experience in vacant land comp & can make an offer to prospect, you'll get paid 10% of the deal you close, so that way you would make more money. If you're interested in the project, send me your sample Cold call Audio or any sample intro audio. thank you.
...on main WordPress theme - Ensure compatibility of the child theme with the main theme The entire child theme design (pictures, logos, texts, etc.) must be loaded correctly so that I can immediately begin editing the site blocks myself. The freelancer will need to be proficient in WordPress, theme installation, and troubleshooting. The ability to determine the parent WordPress theme through analysis of the website is necessary. Knowledge on customizing WordPress themes is also a plus, even though no major design changes will be happening at this stage. P.S. I nevertheless wrote detailed instructions on how to do this and I will forward these instructions to the freelancer I choose. However, I need an expert experienced in this field with whom we could establish friendly r...
I'm looking for a designer who can craft a modern, minimalistic logo for my IT support business. This unique logo should include a symbol referring to technology such as a computer/laptop symbol, circuits, or a cloud. Requirements: - Use of cool tones, specifically blues and grays, to communicate our corporate image. - A minimal, sleek sans-serif, serif or script typeface. The choice is yours as I don't have any specific preferences. - The design should be innovative, portraying my business as a cutting-edge, modern IT support firm. - I would like the logo to be an symbol next to the company name Ideal skills: - Creative graphic design - Knowledge in modern logo trends - Familiarity with tech - Attention to details Please include samples of your previous work, espec...
I urgently need an expert in HTML and link analysis who can deeply examine the outbound links on my website. The main focus areas will be: - Anchor text: I need to understand the text used in creating these anchors and how they affect my site's SEO. - Target URLs: Analysis of the target URLs and destination of these outbound links is vital to this project. - Commands: I am interested in understanding the commands used to create these links, and how they function. Turnaround time is extremely significant due to the urgency of this project. Ideally, someone with a background in HTML, SEO, and web development would be perfect for the job. Please only bid if you can start immediately. *** HERE IS the link and what I NEED: ****
...complex script that combines SMC schools, ICT schools, and commercial use elements into a single Tradingview indicator. Here are more details on what I'm looking for: - The script should include various elements from SMC and ICT schools, as well as classic trading methodologies for commercial use. - The primary feature of the script will be the creation of a custom indicator on Tradingview. - This indicator should accurately reflect the principles and strategies taught in SMC and ICT schools, while also incorporating classic trading approaches. Ideal skills for this project: - Proficiency in Tradingview script development - Understanding of SMC and ICT trading methodologies - Knowledge of classic trading indicators and strategies - Ability to create...
I am in need of an experienced AI de...music programs. Key project details and requirements: - The primary goal of this project is to create an algorithm that can be integrated into a music program. - The algorithm should be able to perform beat detection and analysis, separate the voice from the music, and automatically generate lyrics as the song is played. Ideal candidate should have: - Proven experience in machine learning and AI development, with a specific focus on music-related projects. - Proficiency in developing algorithms for beat detection and analysis. - Skills in voice separation from music in real-time. - Capabilities in natural language processing for lyric generation. This is a challenging and exciting project for a skilled AI developer with a passi...
...able to communicate in a professional manner and be smart and well-presented, as you will be representing us during the audit. As an auditor, you will arrive at the test center an hour before the start of the exam, give your ID, show a letter of authorisation, which we will provide for you beforehand, and tell them what you are there to do. You will then sit with the TCA or the manager and ask a series of questions, and ask to see various things. The audit itself is very simple and easy, as we give you the form and you only have to ask the TCA/manager all the questions exactly as they are written and take a few pictures. The fee is $125 for the visit, which lasts four hours in total. Note that you will need a valid, photo and signature bearing ID for this visit. If you are int...
...data from Excel sheets. Enable different access levels (Project team, Donors and trading partners) for viewing, analysis and with rights editing member profiles. Membership Subscription Tracking Design a system to track membership subscriptions and payments. Record subscription start dates, renewal dates, and payment history. Allow for online subscription tracking with the flexibility to transition to offline tracking based on user capacity. Member Services Tracking Develop modules to track member services such as training sessions attended, donations received, and other relevant services provided. Capture details of services rendered and associated dates for reporting and analysis. Implement data import capabilities and offline access options for managing member servic...
...phone number for the purpose of business verification and potential scam. The success of this project is highly dependent on the ability to provide me with real-time information on the location of the user, the user's name, network provider, addresses, aliases, associated records, and any business and personal names linked to the number and other subsequent information discovered. I have multiple phone numbers and addresses and I need an entire comprehensive picture painted to be as rich in intel as possible.... Spider web this out to more info. Some key points: - This requires a high level of accuracy and the ability to provide real-time tracking. - The information should be comprehensive, including user's location, name, network provider, addresses, aliases,...
long term , full time flask developer needed to build ecommerce backend you should start right away should have proficiency in flask, jquery, ajax and mongodb budget INR 100 per hour, need to work for another 15 to 20 days
We're looking for a professional to assist us with a Homeowner Satisfaction Survey for our HOA. We've written the survey and plan to send it to 96 homeowners via USPS mail. Key Responsibilities: - Create a link to the 3 question survey, including an address for responses to go to. -...3 question survey, including an address for responses to go to. - Analyze the survey data in a professional and methodical manner - Compile the results into a comprehensive and actionable report Key Requirements: - Proven experience in creating and analyzing surveys - Excellent communication and project management skills The ideal candidate will have a strong background in survey design and analysis, be detail-oriented and able to provide insightful and actionable recommendations based on...
Hi Nagaraju D., I noticed your profile and would like to offer you my project. We can discuss any details over chat.
I'm seeking a t...cancer - related proteins within Protein-Protein Interaction networks. Key Requirements: - No Data Availability: You will be responsible for sourcing a suitable dataset for this project. The dataset should be substantial, relevant to healthcare, and appropriate for predictive analysis. - Designing, Implementing and Evaluating a Strategy. - Evaluation of the Model - Making predictions on a New Test Set Ideal Candidate: - Strong Machine Learning Skills: You should have a proven track record in creating predictive analysis models. - Healthcare Industry Knowledge: Little experience in working with healthcare datasets would be a significant advantage. - Data Sourcing Ability: Being able to identify and access appropriate datasets is crucial for the su...
I have a JSON file containing form data that I need converted into both HTML and PDF. The PDF version should be static, without interactive elements. - The conversion process can be done manually, using HTML and PDF editors, or automatically, for which you can suggest a suitable script or tool. You're also welcome to combine both methods if you believe it would be more efficient. - The HTML output should be easy to read and navigate. The PDF should retain this readability in a static format, making it suitable for printing and viewing but without interactive features. - You will have creative control over how to best represent the JSON form in these two formats. The end goal is to make the content accessible and user-friendly. I'm looking for a professional with prior...
...functionality. This includes capabilities such as intercepting and analyzing GSM communications, modifying GSM network traffic, and manipulating GSM network authentication. Ideal Skills and Experience: - Proven experience with openbsc, osmocombb, and openbts GSM. - In-depth knowledge of GSM network setups, including voice calls, SMS, and base station capabilities. - Proficiency in network monitoring and analysis tools. - Previous experience with GSM man-in-the-middle implementations. - Excellent problem-solving skills to address any performance requirements that may arise during the project. Please provide examples of similar projects you've worked on in the past, especially those involving GSM networks and MITM configurations. Please review this paper
