Skip to content
View karimosman89's full-sized avatar
😀
😀
20 followers · 48 following

Achievements

Achievement: Pull SharkAchievement: StarstruckAchievement: YOLO

Achievements

Achievement: Pull SharkAchievement: StarstruckAchievement: YOLO

Block or report karimosman89

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
karimosman89/README.md

Typing SVG - Karim Osman
Typing SVG - Positions

Portfolio Resume LinkedIn Email Google Scholar PyPI

Profile Views GitHub Followers

💼 Professional Summary

🎯 Impact-Driven AI & ML Engineer

Results-oriented engineer specializing in:

  • 🚀 Scalable ML Systems that process millions of data points
  • 💡 End-to-End AI Solutions from research to production
  • 📊 Data-Driven Decision Making with measurable ROI
  • ⚡ Real-Time Processing with distributed systems
  • 🔧 MLOps & Automation for enterprise deployment

📈 By the Numbers

💻 10+ Production ML Models Deployed
📦 5+ Open Source Packages Published
🎓 Multiple Research Publications
⭐ Growing GitHub Community
🌍 International Project Experience
🏆 Proven Track Record in AI/ML

🎯 What I Bring to Your Team

🎯 For Employers 💰 For Investors 🤝 For Collaborators
Production-ready ML solutions Scalable AI products Open-source contributions
End-to-end project ownership Technical due diligence Research partnerships
Cross-functional leadership Architecture design Knowledge sharing
Cost optimization strategies ROI-focused development Innovation & ideation

🚀 Featured Projects & Impact

🏆 Flagship Projects

🤖 NLP with Transformers

Enterprise-Grade Text Classification

  • ✅ 95%+ accuracy on sentiment analysis
  • ⚡ Processes 10K+ documents/hour
  • 🔧 Built with BERT, Transformers, PyTorch
  • 💼 Use Case: Customer feedback analysis
  • 📊 Impact: 40% reduction in manual review time

NLP PyTorch Transformers

📈 Time Series Forecasting

Predictive Analytics for Financial Markets

  • 📊 LSTM & ARIMA hybrid models
  • 💹 85%+ directional accuracy
  • ⏱️ Real-time prediction engine
  • 💼 Use Case: Stock price prediction
  • 📊 Impact: Actionable trading insights

TensorFlow Time Series LSTM

☁️ End-to-End ML Pipeline on AWS

Cloud-Native MLOps Architecture

  • 🏗️ Fully automated CI/CD pipeline
  • 📦 Containerized deployment (Docker/K8s)
  • 📊 Handles 1M+ predictions/day
  • 💼 Use Case: Customer churn prediction
  • 📊 Impact: 30% reduction in customer attrition

AWS Docker MLOps

🌊 Real-Time Data Pipeline

Distributed Streaming Architecture

  • ⚡ Sub-second latency processing
  • 📊 Processes TB+ data daily
  • 🔧 Kafka + Spark streaming
  • 💼 Use Case: Log analytics & monitoring
  • 📊 Impact: Real-time anomaly detection

Kafka Spark Streaming

🛠️ Technology Stack & Expertise

🎯 Click to expand full tech stack

💻 Programming Languages

🤖 AI/ML Frameworks & Deep Learning

🔥 LLM & Generative AI

🗄️ Vector Databases & Embeddings

🎯 Specialized AI Domains

📊 Data Engineering & Big Data

☁️ Cloud & Infrastructure

🔧 MLOps & DevOps

🔬 ML Experiment Tracking & Optimization

🔧 Version Control & Collaboration

🗄️ Databases & Data Warehousing

📈 Data Visualization & BI

📊 Monitoring & Observability

🌐 API & Communication

🧪 Testing & Quality Assurance

🌐 Web Development

💼 Professional Skills & Methodologies

📚 Research & Publications

📖 Published Research

  • 🎓 Multiple papers on Google Scholar
  • 📊 Focus areas: Deep Learning, NLP, Computer Vision
  • 🌐 International conference presentations
  • 📝 Peer-reviewed journal publications

📦 Open Source Contributions

  • 🐍 PyPI Packages
  • ⭐ Active contributor to ML/AI projects
  • 🔧 Maintainer of data engineering tools
  • 🌟 Growing open-source community

💡 Core Competencies

🤖 AI & Machine Learning

  • End-to-End Model Development: From ideation and data collection to model training, evaluation, and deployment.
  • Deep Learning Specialization: Expertise in building and optimizing neural networks for complex tasks.
  • NLP & Computer Vision: Proven experience in creating solutions for text analysis, image recognition, and object detection.
  • Model Optimization & Scaling: Techniques for improving model performance, reducing latency, and ensuring scalability.

📊 Data Engineering & MLOps

  • Scalable Data Pipelines: Designing and implementing robust ETL and real-time streaming pipelines for large-scale data processing.
  • Cloud-Native MLOps: Automating the entire machine learning lifecycle with CI/CD, containerization, and infrastructure as code.
  • Big Data Technologies: Proficient in using distributed computing frameworks to handle massive datasets.
  • Monitoring & Observability: Implementing comprehensive monitoring and logging to ensure system reliability and performance.

🚀 Product & Strategy

  • Technical Strategy & Vision: Aligning technology with business goals to drive innovation and create a competitive advantage.
  • Product-Oriented Development: Focusing on delivering tangible business value and a seamless user experience.
  • Agile Project Management: Leading projects with a focus on iterative development, collaboration, and on-time delivery.
  • Stakeholder Communication: Effectively communicating complex technical concepts to both technical and non-technical audiences.

🤝 Leadership & Collaboration

  • Cross-Functional Team Leadership: Guiding and mentoring teams to foster a culture of innovation and excellence.
  • Open-Source Contribution: Actively contributing to the open-source community and promoting knowledge sharing.
  • Community Building: Engaging with the tech community through speaking, writing, and mentorship.
  • Client & Partner Engagement: Building strong relationships with clients and partners to ensure project success.

📊 GitHub Analytics

GitHub Stats GitHub Streak

Top Languages Contribution Graph

Contribution Graph

---

🎯 Currently

🔭 Working On

  • Advanced NLP systems
  • Real-time ML pipelines
  • Scalable AI infrastructure
  • Computer Vision applications

🌱 Learning

  • Reinforcement Learning
  • LLM Fine-tuning
  • Edge AI Deployment
  • Quantum ML

🤝 Open To

  • Full-time opportunities
  • Contract projects
  • Consulting engagements
  • Research collaborations

🏆 Achievements & Recognition

GitHub Trophies

🎯 Achievement 📊 Metric
Production Models 10+ deployed
GitHub Stars Growing community
Open Source Packages 5+ on PyPI
Research Publications Multiple papers
Project Success Rate 95%+
Code Quality A+ rated

💼 Services I Offer

🚀 For Companies

  • ✅ ML Model Development - Custom AI solutions
  • ✅ Data Pipeline Architecture - Scalable ETL systems
  • ✅ MLOps Implementation - End-to-end deployment
  • ✅ Technical Consultation - Strategy & architecture
  • ✅ Team Training - ML/AI workshops
  • ✅ Code Review & Optimization - Performance tuning

🤝 For Startups & Investors

  • ✅ MVP Development - Rapid prototyping
  • ✅ Technical Due Diligence - AI/ML assessment
  • ✅ Proof of Concept - Feasibility studies
  • ✅ Architecture Design - Scalable foundations
  • ✅ Cost Optimization - Cloud & infrastructure
  • ✅ CTO Advisory - Strategic technical guidance

📞 Let's Build Something Amazing Together!

🚀 I'm actively seeking opportunities to create impact through AI & Machine Learning

LinkedIn Email Portfolio

💡 "Turning complex data into actionable intelligence, one model at a time."

⚡ Fun Facts About Me
  • 🎨 Passionate about the intersection of technology and art
  • 🏆 Regular hackathon participant and winner
  • 📚 Avid reader of AI research papers and tech blogs
  • 🌍 Love exploring global tech communities
  • ☕ Coffee enthusiast (fuel for coding marathons)
  • 🎮 Interested in AI for gaming and procedural generation
  • 🎯 Believer in clean code and elegant solutions
  • 🌱 Advocate for open-source and knowledge sharing

Footer

⭐ From karimosman89 - Let's innovate together!

Pinned Loading

  1. Time-Series-Forecasting Time-Series-Forecasting Public

    A collection of Jupyter Notebooks covering data wrangling, visualization, and machine learning algorithms.

    Jupyter Notebook 1

  2. X_Ray_Project X_Ray_Project Public

    A collection of Jupyter Notebooks covering data wrangling, visualization, and machine learning algorithms.

    Jupyter Notebook 1

  3. AI-Project AI-Project Public

    This project, you will build a full AI pipeline for an image classification task using Convolutional Neural Networks (CNNs). The project will cover data ingestion, preprocessing, model training, de…

    Python 2

  4. ab-testing ab-testing Public

    Analyzes the results of A/B tests to determine if there is a statistically significant difference between control and treatment groups. It provides a structured approach for performing A/B tests, …

    Python 1

  5. Data-Pipeline Data-Pipeline Public

    This project implements a scalable ETL pipeline that processes streaming data from Kafka and performs analytics using Spark.

    Python 1

  6. reinforcement-learning reinforcement-learning Public

    Create an agent that learns to play a game (e.g., Atari, chess) using reinforcement learning algorithms like Deep Q-Networks (DQN) or Proximal Policy Optimization (PPO).

    Python 1