Omdena

• Omdena-ThrAive: Developed and deployed an NLP application in psychology, incorporating sentiment analysis, summarization, and clustering techniques, leading to a 20% increase in efficiency for data analysis and generation of valuable insights.
      Tech Stack: Flask, Torch, Sk-Learn, SQAlchemy, KeyBERT (Transformers),
      HDBScan
    • Omdena-Chapters: Led a team in a GIS project focused on image processing, utilizing an LSTM model for ground truth planning. Implemented a hybrid-cloud optimized workflow, effectively reducing infrastructure costs by orders of magnitude, while maintaining superior performance and scalability. Tech Stack: AWS: (Sagemaker,  EC2, S3 ), GDAL, Conda, Folium, Xarray, Dask
    • Omdena-Reachbots: Developed a Computer Vision robot for weld detection flaws yielding 96% accuracy.  Tech Stack: Tensorflow, Labelbox, MobileNet, EfficientNet, CNN, Decision-Tree CNN, YoloV8

Machine Learning Engineer

• Omdena-Redactable: Programmed and implemented a custom named entity recognition model using SpaCy, leading to a highly accurate model for sensitive information as a Junior Engineer.
      Tech Stack: Python, SpaCy, Flair, Azure, MS-SQL, Flask, Postman.
    • Omdena-Farmhand: Conducted extensive research on GIS boundary delineation, employing ResUNet, and crop classification techniques, resulting in a 90% model accuracy.
      Tech Stack: Keras, Pytorch, Pandas, Numpy, GeoPandas, Folium, Google Earth Engine.
    • Omdena-Chapters: Orchestrated and provided leadership to a team of data scientists in visualizing transportation networks through the utilization of Bayesian networks, resulting in a 30% improvement in network efficiency and enhanced decision-making processes.
      Tech Stack: PowerBI, R:(TidyVerse, GGplot2), Pgmpy

Machine Learning Jr. Engineer

AI Club at NC State

• Apprenticeship through U.S. Government grant authorized. Topics: AI, ML, HCI, Data Mining.
    • Completed a combined setting of coursework and field work over a two year period.  I was introduced both to multidimensional SVM & Vector based ML problems, rule-based AI, machine perception, user interface design, making programs that can “learn” & learning techniques.   Also Natural Language processing techniques, countering “bias” techniques.  Other topics included, recommender systems, collaborative filtering, Markov Modeling and Decision process.  Many forms of clusterings, Gaussian mixture modeling,  several ranking relevance algorithms.
    • Additionally, logic trees and logic models I was able to gain use of.

Software Programmer

Southeast toyota

Express team support, coordinating safety inspections, diagnostic work, and fluid and tire
services also cleaned vehicles and checked on dealership inventory for safety inspections.

Technician

Firestone Complete Auto Care

Maintenance Technician

Ensign United States Drilling Inc

Cleaned equipment using steam cleaner, Worked on drilling floor, Tripping pipe, Assembly of BOP, Lubrication maintenance. Assisted with mud pumps, shaker, running casing, drained cellar, Assist with rig-up/rig-down. Trained on mud pump assembly, Forklift certified for rough terrain. Maintained electric generators and diesel engines.

Floorman

English Manufacturing

Designed company catalog, and product line print and web advertising. Conducted advertisement campaigns using ACT! sales database doing fax, email, and web campaigns. Coordinated joining the NAFEM show, negotiated long term B2B sales contracts with U.S., Canada and the Caribbean retailers, and placed the factory product line into sales catalogs and electronic food equipment store databases. Created and set-up the factory point-of-sale system using pre-existing libraries. Redesigned portions of the product line coordinating with engineers to match new specifications to compete in previously unavailable markets. Incorporated CAD drawings into foodservice consultant computer libraries. Experience using Adobe suite for graphic design and print-publishing process. Experience purchasing prototypes and conducting price analysis. Used AUTOCAD for sales purposes only.

National Sales Manager/Marketing Manager

Thunder Valley Casino

Worked late nights dealing 3-card poker, blackjack, craps, and pai-gow poker, mini-baccarat, and baccarat. Training in anti-counterfeit testing procedures, and anti-cheating countermeasures. Passed dealer school.

Dealer

The Men's Wearhouse, Inc

Commission based sales taking turns with other salespersons using Men’s Wearhouse selling techniques. Participated in sales-calling existing customers to increase repeat customers, worked with Unix, and Oracle sales software, assisted in managing store merchandising and selection, worked during bi-annual inventory. Managed all shipping and receiving, store cleaning. Worked on prototype clothing designs with Zimmer family, trained on how to do suit alteration. Worked as a suit tailor for one year. Experience in proper sizing, and clothing maintenance.

Sales Associate (1st), Wardrobe Consultant (2nd), Tailor (3rd)

I am a data scientist with experience in a variety of software stacks: including Java, Python, Rust. I am proficient in utilizing software development tools such as DVC and Git for version control. I have experience in implementing machine learning models and data analytics using Python libraries such as TensorFlow, PyTorch, and scikit-learn. I am also well-versed in computer vision techniques, natural language processing, and big data tools such as Apache Spark and Apache Kafka. Additionally, I have experience in web development using JavaScript, CSS, HTML, PHP, ColdFusion, SQL, Bootstrap, and MATLAB. I am also familiar with databases such as MongoDB/Express, and PostGres14.

Taplio

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