Skills & Expertise

Overview

My professional journey is built on a strong foundation in physics and mathematics, which I leverage to drive innovation in data science, particularly within **healthcare** and pharmaceutical sectors. I thrive at the intersection of complex scientific challenges and practical, patient-focused solutions, blending rigorous analytical thinking with strategic leadership.

Technical Skills

Coding

Programming Languages

Python

R

JavaScript

SAS

AI & ML

Deep Learning (TensorFlow, PyTorch)

Scikit-learn

Model Optimization

Explainable AI (XAI)

Cloud & DevOps

Azure (Azure DevOps, Azure Functions, Azure Blob Storage)

Docker

CI/CD Pipelines

Version Control (Git)

Data Manipulation

Pandas

NumPy

Excel

Neo4J

Deep Learning

Generative Models

GANs (Generative Adversarial Networks)

VAEs (Variational Autoencoders)

Diffusion Models

Privacy Preserving Models

Geometric Deep Learning

Graph Neural Networks (GNNs)

Manifold Learning

Topological Data Analysis (TDA)

Computer Vision

Image Segmentation

Object Detection

Image Generation

NLP & LLMs

Text Embeddings

Transformer Architectures

Prompt Engineering

Sentiment Analysis

Mathematical Modeling

Statistical Modeling

Complex Systems Analysis

Dynamical Equations

Graph Theory

Numerical Methods

Optimization

Linear Programming

Non-linear Optimization

Stochastic Optimization

Simulation

Monte Carlo Methods

Agent-Based Modeling

Discrete Event Simulation

Healthcare and Biology

Clinical Data

EHR Analysis

Real-World Data (RWD)

Clinical Trial Design & Analysis

Cell Biology

High-Throughput Screening Data Analysis

Omics Data Integration

Single Cell RNA-Seq Analysis

Molecular Design

Drug Discovery Pipelines

Protein Folding Prediction

Protein-Protein Binding

Medical Imaging

Histopathology

MRI & PET Analysis

Confocal Microscopy Analysis

Soft Skills