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ashnernovilla/README.md

👋 Hello, I'm Ashner Gerald Novilla!

I am an experienced Software Engineer with more than eight years in the Big Data and Data Science sectors. I focus on enhancing organizational processes and projects, leveraging my proficiency in Project Management, Agile Methodology, Continuous Integration and Development, and Process Automation. I possess a Bachelor of Science in Electronics Engineering and a Master of Science in Information Systems from the University of the East. I possess an MBA specializing in logistics and supply chain management from Singhania University, along with a Post Graduate certification in Data Science and AI from the University of Teknologi Malaysia and City and Guilds UK.

Throughout my career, I have gained worldwide experience in the Philippines, India, Malaysia, and the UAE, acquiring a diverse skill set in Data Analysis, Data Science, AI, and Big Data Engineering. My varied experiences have rendered me adept at devising inventive solutions for intricate technological difficulties, improving efficiencies via automation, and spearheading initiatives that leverage advanced data science and machine learning methodologies.

Skills and Technologies 🛠️

Programming Languages:

  • Python 🐍, C, C➕➕, JavaScript 📜

Machine Learning & Data Science:

  • Machine Learning / Deep Learning: PyTorch 🔥, Tensorflow, Keras, Scikit-Learn 📊
  • Natural Language Processing & Natural Language Understanding: HuggingFace - Transformers, NLTK, Inflection, SpaCy, Gensim, OpenAI, LangChain, Llama-Index 📝
  • Computer Vision and Image Processing: OpenCV, FastAI, Mediapipe, Yolo 📷
  • MLOps: MLflow, Airflow 🔄

Internet of Things:

  • Microcontrollers: Arduino, PIC Microcontroller, Raspberry Pi, ESP8266
  • Online Dashboard and Tools: Thingspeak, LabView, MultiSim, Proteus
  • Sensors: IoT Sensors

Data Processing & Visualization:

  • Data Analysis and Manipulation: Pandas 🐼, Numpy, Scipy, Excel 📈
  • Data Visualization: Tableau, Power BI, Excel Charts, Jupyter Notebook, Plotly, Seaborn 📉
  • Video & Audio Processing: TorchAudio, FFMPEG,

Web & API:

  • Web Scraping: Requests, BeautifulSoup, Selenium 🕸️
  • API Endpoints: FastAPI, AWS, Azure
  • Interactive Dashboards and Interfaces: Streamlit, Gradio 🖥️

Infrastructure:

  • Relational Database: MongoDB, MySQL, PostgreSQL, MSSQL Server 🗄️
  • Graph Database: SparQL, Neo4J 🕸️
  • Vector Database: FAISS, ChromaDB ↗
  • Version Control: GitHub 🔄
  • Infrastructure as Code: Terraform 🏗️
  • Containerization: Docker, kubernetes, Fusion Compute, VMWare, VBox 📦

Project Management:

  • Project Management Tools: Jira, Notion 📋, Next Cloud, Focal Board

Data Center:

  • Server: Huawei Server E9000, RH V3 and V5 Servers
  • Rounter and Switch: Huawei Switch S900X and Cisco Switch
  • Intelligent Video Suveilance: Huawei IVS 1800 and IVS IVS3800

Feel free to explore my repositories and contributions. I'm always eager to collaborate on exciting machine learning projects and discuss innovative ideas!

Pinned Loading

  1. GPT4ALL-with-Streamlit GPT4ALL-with-Streamlit Public

    To develop a streamlined ChatGPT-powered application using custom documents on Streamlit, providing users with a responsive and intuitive interface for engaging with tailored, document-specific ins…

    Python

  2. Data-Science-Assesment Data-Science-Assesment Public

    This is a Data Science Assesment from Assembly

    Jupyter Notebook

  3. DSR_Automation DSR_Automation Public

    This project automates the process of generating daily submissions reports. The goal is to reduce manual efforts in report generation and improve accuracy and timeliness in sharing submissions data…

    Python

  4. Automated-Contention-Form Automated-Contention-Form Public

    The Automated Contention Form PoC for BSE at BPI AIA is a streamlined solution designed to test the feasibility of automating contention form management. T

    Python

  5. chatbot_nlp chatbot_nlp Public

    Simple ChatBot for Deployment Using Streamlit.

    Python 1

  6. OpenAI-Weather-Chatbot-Deployment OpenAI-Weather-Chatbot-Deployment Public

    This project is a **Proof of Concept (PoC)** showcasing a weather chatbot built using **OpenAI GPT-3.5-turbo** and **OpenWeather API**, integrated into a **Streamlit** web application. The bot proc…

    Python