AI Decision Intelligence Platform
High-throughput decision engine integrating predictive forecasting, Retrieval-Augmented Generation (RAG), and explainable model inference with guided clinical & enterprise workflows.
Inspect Repository
// IDENTITY & ARCHITECTURE
Machine Learning Engineer
Specialized in deep learning architectures, end-to-end model training, multi-modal pipelines, and production inference optimization.
17+
Public Repositories & Architectures
99.4%
Peak Validation Benchmark
<15ms
Inference Latency Optimization
RAG + FP16
Production Scale Ready
// INTERACTIVE IN-BROWSER AI LAB
Live Neural Digit Recognizer
Draw any digit (0 - 9) on the tensor pad below. A lightweight in-browser feature-extraction neural model classifies your drawing in real time with live softmax probability distribution.
28x28 Tensor Input Pad
READY TO INFER
Stroke:
TOP PREDICTION
-
CONFIDENCE:
--%
INFERENCE TIME
~4.2 ms
PIXEL MATRIX
784 Inputs (28x28)
ACTIVATION
Softmax Logits
CLASS PROBABILITY DISTRIBUTION (0 - 9)
// DEPLOYED SYSTEMS
Production Models & AI Architectures
Real-world AI platforms with end-to-end forecasting, explainability, and hardware-accelerated interfaces.
AI Core Models & Experiments
Modular repository of neural architectures, multi-layered perceptrons, convolutional pipelines, and hyperparameter tuning suites tested against benchmark datasets.
Inspect RepositorySmart Energy Consumption Tracker
IoT-enabled multivariate time-series forecasting model with anomaly classification to predict peak grid demand and optimize carbon consumption footprints.
Inspect RepositoryAirPods Max Motion Showcase
Cinematic hardware experience with interactive frame scrubbing, responsive dynamic audio shaders, and frame-by-frame 3D component breakdown.
Inspect Repository
// NEURAL ARSENAL
Frameworks & Technologies
Battle-tested tools and frameworks used daily to design, train, and deploy intelligent agents.
Deep Learning & Frameworks
PyTorch
TensorFlow
Keras
Hugging Face Transformers
Scikit-Learn
OpenCV
TorchVision
Data Engineering & Math
Python 3.12
NumPy
Pandas
SciPy
Jupyter Lab
Matplotlib / Seaborn
Vector Databases
MLOps & Infrastructure
CUDA Acceleration
FastAPI
Docker Containers
Git / GitHub Actions
Linux System Administration
ONNX Runtime
// INTERACTIVE SHELL
Live ML Neural Terminal
Run commands directly in this simulated AI runtime environment.
Initialized Gavinder Singh AI Terminal runtime v2.4.0.
Type help or click command buttons below to interact.
gavinder@ai-core:~$