Technical Skills

Technical Expertise

NLP & Generative AI

• Large Language Models: LLAMA2, FALCON, Vicuna, FLAN, OPT
• Model Customization: Standard fine-tuning, LoRA fine-tuning
• Safety Alignment: Supervised fine-tuning, Direct preference optimization
• Security Research: Adversarial attacks, toxicity injection

Computer Vision & Generative AI

• Generative Models: Stable Diffusion, StyleGAN
• Deepfake Technology: Generation and detection techniques
• Adversarial Attacks: Computer vision security research
• Image Processing: Advanced techniques for medical imaging

Machine Learning Libraries & Frameworks

• Core ML: PyTorch, TensorFlow, Scikit-Learn
• NLP Frameworks: HuggingFace Transformers, Tokenizers
• Optimization: Parameter-Efficient Fine-Tuning (PEFT), LoRA
• Distributed Training: Accelerate, DeepSpeed
• Data Processing: Numpy, Pandas
• Reinforcement Learning: Transformer Reinforcement Learning (TRL)

Programming Languages

• Primary: Python, Java, C++
• Secondary: C, SQL
• Web Technologies: HTML/CSS, JavaScript
• Scripting: Bash, Shell scripting

Developer Tools & IDEs

• IDEs: VS Code, Eclipse, NetBeans, Android Studio
• Database: SQL Developer, MySQL Workbench
• Version Control: Git, GitHub
• Data Analysis: Weka, Jupyter Notebooks
• Cloud Platforms: AWS (EC2, S3, Lambda)

Enterprise Technologies & Frameworks

• Operating Systems: Linux (Ubuntu, CentOS), Windows, macOS
• Frameworks: Java Swing, AWT
• Containerization: Docker
• Web Frameworks: Flask, Django basics

Oracle Technologies (Industry Experience)

• Database: Oracle SQL, PL/SQL
• HCM Cloud: HR and Payroll modules
• Reporting: BI Publisher (eText, RTF templates)
• Integration: HCM Extracts, Fast Formulas
• Analytics: Payroll reconciliation and comparison tools

Research Skills

AI Security

• Adversarial ML: Attack design and defense mechanisms
• Model Robustness: Evaluation and improvement techniques
• Safety Alignment: LLM fine-tuning for safer outputs
• Bias Detection: Identifying and mitigating model biases

Data Analysis

• Statistical Analysis: Hypothesis testing, regression analysis
• Data Mining: Pattern recognition, association rule mining
• Experimental Design: A/B testing, controlled experiments
• Visualization: Matplotlib, Seaborn, Plotly

Academic Research

• Paper Writing: Technical writing for top-tier conferences
• Peer Review: Reviewing for academic conferences
• Presentation: Conference talks and poster presentations
• Collaboration: Cross-institutional research projects

Certifications & Training

Oracle Certifications

• Oracle HCM Cloud Certified Implementation Specialist
• Oracle Business Intelligence Certified Professional

Academic Training

• Deep Learning Specialization concepts
• Advanced Machine Learning techniques
• Security-focused AI research methodologies

Soft Skills

Leadership & Management

• Team leadership in consulting projects
• Client relationship management
• Project planning and execution
• Cross-functional collaboration

Communication

• Technical presentation skills
• Academic paper writing
• Client-facing communication
• Media interviews and public speaking

Problem Solving

• Complex system troubleshooting
• Research problem formulation
• Creative solution design
• Critical thinking and analysis