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cg98020455/README.md

Hello there

Hello there I am Charles

Project Manager, AI engineer

GitHub Profile Views

🌟 About me

- 8 years of experience and expertise in software architecture and development, mathematical modeling, and algorithm development, in fields such as mathematical optimization, AI, algorithmic theory, and operations research.
- Generative AI, ML, and NLP expert with 5+ years of experience.
- I has successfully lead teams and managed projects from initial conception through full deployment in both startup and enterprise environments.
- I have contributed to the development of several MVPs and market products.

❓ What I major in

Python- 10 years
Pandas- 10 years
Scikit-learn- 5 years
PyTorch- 4 years
Flask- 6 years
Artificial Intelligence - 8 years,
Neural Network - 6 years,
Computer Vision - 5 years,
Data Analysis - 5 years,
Prompt Engineering - 2 years,
LLM - 5 years,
OpenAI - 2 years,
Chatbot Development- 3 years,
Streamlit Development - 4 years,
Google Cloud Platform- 6 years
LangChain - 3 years
Amazon Web Service(AWS)- 10 years
Explainable Artificial Intelligence(XAI)- 7 years
Psychology & Mental Health- 3 years
Deep Learning- 6 years
Multi-task Learning- 2 years
Meta Learning - 2 years

πŸš€ From the experience stage to the business, AI is spreading.

Coder GIF Coder GIF

Global AI spending expected to surpass $631 billion by 2028, according to IDCβ€”and AI developers will help businesses remain competitive.

βš™οΈ Languages and tools

Python Logo HTML Logo JavaScript Logo icon icon NextJS NodeJS Express MongoDB icon HTML5 icon tailwind bootstrap jQuery PHP icon Git MongoDB Ruby PostgreSQL FastAPI

aionlabs AI302 AssemblyAI Aya Alephalpha Claude CrewAI DeepAI AzureAI DeepSeek Dolphin ElevenLabs Gemini BedRock LangGraph LangSmith HuggingFace MetaGPT Perplexity SearchAPI snorflake openai

iconTerraform Logo AWS Logo Azure Logo GCP Logo Nginx Logo Bash Logo VSCode Logo

-Libraries/APIs
PyTorch, Scikit-learn, TensorFlow, Spark ML, Keras, JAX, LSTM

-Tools
PyCharm, Spart SQL, Docker Compose

-Languages
Python, R, Julia, R, SQL, Scala, Java, JavaScript, TypeScript, Bash Script, QML

-Frameworks
LightGBM, Apache Spark, MXNet, Flask, Multi-armed Bandits

-Platforms
MacOS, Jupyter Notebook, Google Cloud Platform(GCP), Amazon Web Services(AWS), Linux Docker

-Storage
Relational Databases, NoSQL

-Other
Artificial Intelligence(AI), Machine Learning, Deep Learning, Data Science, Natural Language Processing(NLP), Generative Pre-trained Transformers(GPT), Data, Statistics, TPU, Custom BERT, Knowledge Graphs, Multimodal Models, Explainable Artificial Intelligence (XAI), Causal Inference, Time Series Analysis, Sequence Models, Probability Theory, Data Visualization, Algorithms, LLM, Machine Learning Operations(MLOps), AI Consulting, Finance, Probabilistic Graphical Models, Project Management, Unsupervised Learning, Product Roadmaps, Product Planning, Market Research & Analysis, Mistral AI, Gemini API, Topic Modeling, Semantic similarity, Llama, FastAPI, Competitor Analysis & Profiling

🏒 Portfolio - real estate agent

Advanced RAG Engineering for real estate due diligence AI Agent
AI agent development for an real estate agency for appointment setting
AI Agent SaaS for Real Estate Valuation & Property Intelligence
AI-Powered SMS Real Estate Agent using VoiceFlow
NLP Chatbot for Real Estate
Real Estate Agency Chatbot
Real estate chatbot integrated with Whatsapp business API
Real estate county website
Real Estate Data Mining
Real estate data research
Real estate due diligence
Real Estate Financial Model - Construction, Rental, Refinance, & Sales

πŸ”­ My github stats


πŸ’‘ Why work with me?

I bring a deep and comprehensive expertise in Artificial Intelligence (AI), Machine Learning (ML), and Natural Language Processing (NLP), supported by over a decade of hands-on experience in Python and extensive use of industry-standard libraries and cloud platforms. My skill set spans from foundational data engineering and neural networks to advanced generative AI, prompt engineering, and production-ready LLM deployments. This breadth allows me to design AI-driven solutions that not only solve complex challenges but are scalable and maintainable in real-world environments.

βœ” Proven Track Record of Impactful AI Solutions
I have successfully led and executed AI projects across diverse domains, including energy forecasting, fraud detection, social media hate speech detection, and climate change systems, demonstrating my ability to deliver measurable business impact. My experience in building full-stack AI-powered applications including web APIs, automated schedulers, and data monitoring pipelines shows my capacity to drive projects from concept to production, ensuring seamless integration and robust performance.

βœ” Expertise in Cutting-Edge Technologies & Tools
Proficient in PyTorch, TensorFlow, LangChain, OpenAI APIs, and cloud infrastructure on AWS and Google Cloud, I leverage state-of-the-art frameworks and MLOps practices to accelerate development and deployment cycles. Skilled in vector databases, RAG pipelines, and explainable AI, I am prepared to build transparent, explainable, and efficient AI systems critical for enterprise adoption.

βœ” Leadership and Collaboration Excellence
As a technical leader, I have guided teams, coordinated cross-functional efforts, and delivered strategic AI roadmaps that balance innovation, cost, and quality. Strong experience working with startup and enterprise environments equips me to adapt quickly, foster innovation, and ensure alignment with business goals and compliance.

βœ” Versatile and Business-Oriented AI Innovator
Beyond technology, my background includes market research, product planning, and hands-on client work in automation and SaaS, bridging technical expertise with business outcomes. My contributions to generative AI products in HR tech, marketing content automation, and AI assistants highlight my ability to apply AI meaningfully in diverse verticals.

🀝 Connect with me

LinkedIn

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