Technical Skills of Shema Nkindi Giscard

My Skills

Full-Stack Web

  • Frontend: React, Vanilla JS, HTML5/CSS3
  • Backend & DB: PHP, REST APIs & Supabase
  • 3D & WebGL: WebGL Integration & CSS 3D
  • Streamlit: Advanced dashboards & tools

Core Programming

  • Python (Expert): Automation, GUI & Machine Learning
  • C++: Performance-critical apps & OpenGL
  • Java & Kotlin: Object-Oriented & Android Dev
  • Data Structures: Algorithms & Problem Solving

Cybersecurity

  • Network Recon: Nmap scripting & scanning
  • Fraud Detection: Hybrid ML (XGBoost, Isolation Forest)
  • Cryptography: AES, RSA, Twofish, Argon2
  • Security Auditing: SSH Brute-force simulation

Networking

  • Protocols: TCP/IP, SSH, UART, BLE
  • Linux Admin: Server management & Permissions
  • Automation: Paramiko for SSH automation
  • Infrastructure: IP Addressing & Subnetting

AI & Computer Vision

  • Deep Learning: ResNet-50 & Face Analysis
  • Multimodal AI: Emotion & Sentiment Analysis
  • Machine Learning: XGBoost & Isolation Forest
  • Computer Vision: OpenCV & Feature Matching

Data Science

  • Libraries: NumPy, SciPy, Pandas
  • Math: Linear Algebra (SVD, Eigenvalues)
  • Visualization: Plotly & Dynamic Histograms
  • Databases: SQLite3 & Data Management

Specialized Tools

  • Media: FFmpeg & yt-dlp (Video Extraction)
  • IoT: Arduino, ESP32 & Sensors
  • Version Control: Git, GitHub & Branching
  • Deployment: Streamlit Cloud & Netlify

Graphics & 3D

  • Blender: 3D Modeling, Cloth Physics, Animation
  • OpenGL: Rendering pipelines & Shaders
  • CSS 3D: Hardware-accelerated transforms
  • SVG: Vector graphics manipulation

AI & LLM Engineering

  • LLM SDKs: Gemini 2.5 Flash SDK, Groq, OpenRouter
  • Multimodal AI: Emotion & sentiment recognition
  • Voice & Speech: Web Speech API, TTS & STT integration
  • Prompt Engineering: Context-aware persona control

Blockchain & Full-Stack Web

  • Blockchain: BIP39 mnemonics, ECDSA (SECP256k1)
  • Consensus: Proof-of-Work simulation & ledger design
  • PHP & MySQL: Full-stack social platforms & REST APIs
  • Apache: .htaccess routing & server configuration

Research & Academic Methods

  • Publication: 24 papers, preprints & thesis across six domains
  • Writing: LaTeX, single-column journal formatting, ResearchGate
  • Evaluation: ROC-AUC, PR curves, macro-F1, k6 load testing
  • Rigor: Time-based splits, concept-drift & latency benchmarking

Explainable & Multimodal ML

  • Explainability: SHAP attribution & Grad-CAM saliency
  • Transfer Learning: VGG16, EfficientNetB0, ResNet-50
  • Affective AI: Cross-Modal Transformers & VAD modeling
  • Imbalanced Data: SMOTE, class weighting, hybrid ensembles