John Gunerli Email & Phone Number

Alpharetta, GA, US

Atlanta, GA, US

-First Machine Learning Engineer upon becoming full time at UPS Capital.Image classification, perceptionNLP, Language Modeling

Atlanta, GA, US

Continuation of my work at UPS Capital as Co-op at the Data Science and Business Intelligence Analytics Team.-Utilized Google Cloud Platform and Vertex AI Suite. -Worked on image classification, neutral networks and hyperparameter tuning tasks.-Implemented compression pipelines that compressed databases up to 98.5% of its original size.

Atlanta, GA, US

• Continuation of my work at UPS Capital as Co-op at the Data Engineering Team.
• Working on Natural Language Processing tasks such as speech emotion recognition systems, retrieval augmented generation, and speech synthesis tasks.
• Developed an in-house Large Language Model Web Application for Procedural Data using the Azure platform, OpenAI, Dolly, MLFlow, and Databricks.
• Worked with various models, including LLaMa2, GPT-4, Whisper, Dolly, and MPT.

Atlanta, GA, US

Fine-tuned an in-house Large Language Model (LLM) utilizing Azure platform and OpenAI. Worked in the development of an internal LLM system using Databricks’ Dolly Model using Azure services and Vector Databases. Worked on internal APIs for allowing outside customers to utilize UPSC infrastructure using C# and Angular. Lead both frontend and backend.

Atlanta, Georgia, US

Advisors Dr. Mark Riedl & PhD Candidate Kaige Xie Research Assistant at Entertainment Intelligence and Human-Centered AI Lab

Atlanta, Georgia, US

• Advisors Dr. Brian Magerko, Manoj Deshpande @ The Expressive Machinery Lab, Mark Riedl @ Entertainment Intelligence and Human-Centered AI Lab
• Undergraduate thesis focused on the preparation and qualitative coding of dance video data for integration with various ML/DL algorithms. Working on the development of a Python-based video segmentation pipeline using.

-Provide consulting services for businesses seeking to integrate Machine Learning and Computer Vision technologies into their operations-Offers customized solutions tailored to meet specific business needs and requirements-Conducts assessments and analysis of existing data infrastructure to identify opportunities for implementing AI technologies

Atlanta, Georgia, US

Lead of Social Navigation teamDeveloped a Distance estimation algorithm using Yolo and MediaPipe

Atlanta, GA, US

(In collaboration with Coulter Department of Biomedical Engineering, Emory University School of Medicine) Mentor: Rakesh Shiradkar, PhDAI Precision Lab Group-Conducted cutting-edge research in computer vision applied to cancer datasets, with a focus on kidney and prostate cancers.-Developed and implemented advanced algorithms for medical image analysis.

West Lafayette, IN, US

(In collaboration with Conseil Européen pour la Recherche Nucléaire (CERN), Purdue University and Georgia Tech) Mentor: Pan Li, PhDGNN AI for Science-Conducted cutting-edge research in graph machine learning applied to high energy physics data.-Developed and implemented novel graph-based algorithms to analyze complex particle interaction networks and event.

Atlanta, Georgia, US

Mentors: Aziz Shamsah Ph.D. candidate, Pranathi Suresha MS candidateLaboratory for Intelligent Decision and Autonomous Robots (LIDAR) Group-Oversee undergraduate Computer Vision research team under LIDAR Laboratory at Georgia Tech.

Atlanta, Georgia, US

Mentor: Aziz Shamsah Ph.D. candidate, Pranathi Suresha MS candidateLaboratory for Intelligent Decision and Autonomous Robots (LIDAR) Group-Developed a computer vision project using OpenCV's HOG detector for whole-body detectionImplemented detection of humans and their distance from the camera.-Utilized OpenCV's HOG detector to successfully detect humans in.

Redmond, Washington, US

-Selected out of 97 individuals to shadow a senior software engineer at Microsoft for a one-day event.

Atlanta, GA, US

(In collaboration with Emory University, Augusta University, Children's Healthcare of Atlanta, and Georgia Tech)Mentor: Dr. Yifei Wang Georgia Cystic Fibrosis Research and Translation Core Center project, Web Architecture and Design project, funded by Emory University. -Designed and built a website from scratch using Typescript, Figma, and React.-Presented.

Atlanta, GA, US

Undergraduate Teaching Assistant for CS 1331, Introduction to Object-Oriented Programming-Assisted in the delivery of lectures and provided live Q&A for a class with approximately 300 students and 30 attendees per weekly recitation session. -Held weekly office hours and Q&A sessions to support student learning and address questions and concerns.-Graded.

Athens, GA, US

Since I had transferred to GT in Spring 2022, I oversee the design and implementation of the project on a consulting basis.

Athens, GA, US

Mentor: Assoc. Prof. Shannon Quinn-Acted as Frontend Development Lead and Undergraduate Student Assistant for the CiliaWeb project, an NSF-funded integrated platform for foundational and reproducible ciliary beat pattern analysis.-Led a team of 3 people in the frontend development department for the project.-Oversaw the complete redesign of the website.

Athens, GA, US

Heterogeneous Robotics Research LaboratoryPrincipal Investigator: Nazish Tahir Mentor: Asst. Prof. Ramviyas Parasuraman. -Experienced with ClearPath Robotics' TurtleBot 2, Rover Robotics' OpenRover, and CMU's LoCoBot.-Developed scripts to teleoperate and create simultaneous maps (SLAM) using gmapping software in ROSCollaborated with graduate students and.

Athens, GA, US

Palo Alto, California, US

-Assess and look after 50+ students' progress throughout the year and design projects with other staff to create an immersive teaching experience. -Plan the content to be covered in the class according to the curriculum, the number of weeks available, and the date of project deadlines. -Taught web development, web design, mobile development, graphical user.

TR

-Completed an internship as a Software Engineer at the payment processing team at SoftTech, the software subsidiary of Turkiye Is Bankasi.-Collaborated with a team of 5 software engineers on the development of a Point-of-Sale orchestration platform.-Applied Angular and C# in the creation of a visual JSON connection program, utilizing the front and backend.

Organized and prepared reportsPrinted the designs into the desired type of papersWorked as the youngest employee in the workplaceTechnologies used: Adobe Creative Cloud, G Suite, Autodesk AutoCAD, Autodesk Inventor, Microsoft Office, iWork

Master Of Science - Ms, Computer Science

Bachelor Of Science - Bs, Computer Science

Bachelor Of Science - Bs, Computer Science

Bachelor Of Science - Bs, Computer Science

Cum Laude, Talented And Gifted Program

Primary Education