Technical Arsenal

Skills & Expertise

Technologies and methodologies I've picked up over the years and continue to pursue.

⚡
Edge AI & Quantization
AIMET-ONNX ONNX Runtime PTQ / QAT (INT8/INT4) NPU Acceleration Model Pruning
🕸️
LLMs, Agents & Graphs
LangChain LlamaIndex Multi-Agent Orchestration AWS Neptune Knowledge Graphs Vector DBs (Chroma/FAISS)
💻
Programming
Python SQL C / C++ Java
🤖
Machine Learning
Scikit-learn XGBoost / LightGBM Feature Engineering Time Series (ARIMA/LSTM)
🧠
Deep Learning
TensorFlow / Keras PyTorch CNNs / RNNs / Transformers Model Deployment
📊
Data Science & Analytics
Pandas / Numpy EDA & Visualisation Statistics & Probability A/B Testing
👁️
Computer Vision
OpenCV Object Detection (YOLO) Image Segmentation Satellite Imagery
💬
NLP
NLTK / spaCy Text Preprocessing Transformers / BERT Sentiment Analysis
🔧
Tools & DevOps
Git / GitHub Docker Jupyter / Colab Cloud (AWS / GCP)
📐
Mathematics
Linear Algebra Statistics Probability Calculus / Optimisation

Quick Reference

Tech Stack

Python TensorFlow PyTorch Keras Scikit-learn OpenCV Pandas Numpy Scipy XGBoost LightGBM NLTK spaCy Matplotlib Seaborn Plotly SQL Git Docker Jupyter SpringBoot Java C / C++ AWS GCP HDF5 YOLO REST APIs

Want to see these skills in action?

Check out my projects or download my resume for a complete picture.

View Projects Download Resume