Blake Mallory Email and Phone Number
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Email: blakecmallory@gmail.comYoutube: https://www.youtube.com/c/BlakeMWebsite: blakemallory.comI am a machine learning engineer who has been working in the area since 2018 while I was an undergraduate, and continued to do so since I graduated with a Bachelor of Science in Computer Engineering in the spring of 2020. During this time my area of work has included computer vision on images, computer vision on videos, 2D and 3D conditional GANs, natural language processing, and more.Some examples of my work include:1. Creating a diagnostic system for Diabetic Retionpathy using CNNs.2. Researching the use of Transformers for scoring the importance of a video.3. Using conditional GANs for 3D object generation.4. Designing and implementing Botpress OpenBook, a new approach to chatbot NLUs of which I am a co-inventor5. Being a Youtuber in the Youtube Partnership program with over 1625 subscribers and 145,000 views that cover a wide variety of topics including NLP and other advancements in technology.In my past work experiences, I have learned and gained proficiency in Research, Databases, Python, Pytorch, TensorFlow, Docker, Machine Learning, C++, Web Development, Virtualization, and much more. I have long had a passion for technology and continue to enjoy learning more every day.
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Machine Learning Engineer, OwnerBrillibits Jun 2022 - PresentCincinnati, Ohio, UsCreated over 30 technical videos covering technical topics including AI, and Cryptocurrency.Obtained over 2300 subscribers, 218,000 views and part of the YouTube Partnership Program earning ad revenue.Developed natural language processing (NLP) solutions for clients related to the topics I covered on my channel.Leveraged the latest in AI, including GPT models, DeepSpeed, and BERT to solve complex problems.
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Machine Learning EngineerBotpress Sep 2021 - Jun 2022Quebec, Qc, CaIn this role, I designed and implement new NLP systems for a product that automatically creates a working chatbot given a list of facts. This product is called Botpress OpenBook, of which I am listed as a co-inventor on any relevant documents. According to the publicly available OpenBook Whitepaper(see Media) the software exceeds many current solutions with regard to the accuracy, time to build, and more.The product as of June 2022 just entered open beta, so feel free to check out what I and a few other engineers made. A large part of my job was acquiring unique datasets to solve unique problems in the NLP space. I often designed and implemented data collection methods as well as methods to clean and prepare the data to then be used in training NLP models.Botpress being a startup I often tackled other smaller tasks to help with the running of operations, such as designing and ordering a GPU server that was used for training and testing new systems that were created for OpenBook. -
Machine Learning Research AssistantUniversity Of Cincinnati Jun 2020 - Jul 2021Cincinnati, Ohio, UsConducted research in a variety of machine learning areas, manage and work with undergraduate students, and organized and presented my findings to my research advisor.Areas of research included creating a variety of models to diagnose Diabetic Retinopathy and exploring how different methods of manipulating the data can potentially lead to different levels of performance in the predictive ability of the model. In addition, I conducted research in the area of AI Video Summarization, meaning creating and testing different AI systems that are able to detect different segments in a video, give them importance scores, and generate a shorter summary from the most important areas of the video. -
Software Engineer Co-OpSiemens Plm Software Aug 2018 - Jan 2020Plano, Tx, UsI worked in Chief Technology Office (CTO) at Siemens. In this role, I was tasked with researching and developing prototypes with new upcoming technologies. I was responsible for prototyping applications with Conditional Generative Adversarial Networks(GANs) in the area of three-dimensional object generation to discover potential ways Siemens can use this new technology to offer better solutions to its customers.I conducted research and then developed proto-type applications with blockchain that show potential business applications. Through this role I was also exposed to other exciting technologies such as IOT, AR/VR, and more through weekly meetings and discussions with coworkers. -
Engineering It Co-OpEmerson Dec 2017 - May 2018St. Louis, Mo, UsIn this role, I managed and troubleshooted computers with complex software installations. I used scripting as well as my in depth knowledge of how an operating system works to complete tasks. I also designed and developed an application tool to aid myself and future co-ops in daily tasks. The application was developed using C++, the Qt Framework, Sqlite, and Windows API. The application is still used by co-ops after I left my position at Emerson and has left a lasting impact for that co-op position that I left. -
It Specialist Co-OpUniversity Of Cincinnati Jun 2017 - Dec 2017Cincinnati, Ohio, UsDuring my time working as the IT Specialist at the University of Cincinnati Medical School, I was tasked with several larger projects such as AD migration, computer image development, medical test data migration, as well general maintenance and overseeing of over 250 computers.Using Microsoft's SCCM and Oracles Virtual Box, I developed a total of 4 different images that were deployed throughout the medical college using SCCM. All of which contained highly customized settings and software, all of which also accomplished the task of AD migration. Once deployed, I was then able to mange the computers as well as push out software through the SCCM manager client.For the medical test data transfer, the goal was to transfer test question data from the testing system QuestionMark to the testing system ExamSoft. In order to speed up this process, I wrote an application to aid the process in the C++ programming language. The application would automatically format the test questions in a way the next system could understand as well as set flags on questions that needed special manual formatting.
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Software Developer Co-OpPrecision Strip, Inc. Aug 2016 - Dec 2016During this internship I used the database language Open Edge Progress. While not as popular as some databases like SQl and Mysql, the concepts I have found to largely be the same. Using this platform, I developed programs that allowed the automation of reports according to the needs of customers by writing database queries and manipulating the data. Additionally, I developed tools to improve efficiency, such writing a tool that automatically generated a map of the location of the inventory of the coils. Another tool example is that I developed a tool to aid in inventory reports. Prior, inventory reports were done with paper and pencil, as the scanner only supported the use of one scanner at a time. I added the capability for multiple users to use scanners and to concatenate the data together, and then compared the data to collected to the data in the database, greatly improving the accuracy and time take to do the inventory reports.
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Engineering InternCity Of Sidney May 2014 - Aug 2014In this summer internship I gained experience in engineering through the following tasks• I mapped major water valves in the city using Geographic information system (GIS) tools.• From the data collected from GIS, I developed a map of underground water valves and pipes using a computer.
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It InternCity Of Sidney May 2013 - Aug 2013In this summer internship I gained experience in IT, web development, and project management through the following tasks:• Using Adobe Dreamweaver and HTML and CSS code, I modernized the city of Sidney’s website and maintained through regular updates.• I met with the heads of various departments in order to capture the requirements for the website and present a plan that I then implemented.
Blake Mallory Skills
Blake Mallory Education Details
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University Of CincinnatiComputer Engineering
Frequently Asked Questions about Blake Mallory
What company does Blake Mallory work for?
Blake Mallory works for Brillibits
What is Blake Mallory's role at the current company?
Blake Mallory's current role is Machine Learning Engineer, Educator, Freelancer.
What is Blake Mallory's email address?
Blake Mallory's email address is bm****@****.uc.edu
What is Blake Mallory's direct phone number?
Blake Mallory's direct phone number is +193749*****
What schools did Blake Mallory attend?
Blake Mallory attended University Of Cincinnati.
What skills is Blake Mallory known for?
Blake Mallory has skills like Leadership, Embedded Software, Collaborative Problem Solving, Compiler Construction, Arduino, Linux, Algorithms, Langchain, Operating Systems, Microsoft Powerpoint, Tensorflow, Electronics.
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