TERMINAL
EXPERTISE
PROJECTS
🧠 Artificial Intelligence & Machine Learning
- Deep Learning Architectures: Mastery over transformers (BERT, GPT, T5), CNNs, RNNs, LSTMs, diffusion models, GANs, and autoencoders.
- Classical Machine Learning: Advanced expertise with SVM, k-NN, decision trees, random forests, and gradient boosting (XGBoost, LightGBM, CatBoost).
- Reinforcement Learning: Proficient in Q-learning, Deep Q-Networks (DQN), PPO, and advanced policy gradient methods.
- Generative AI: Hands-on experience in diffusion models, stable diffusion, GAN-based generation, and multimodal AI systems.
- Libraries & Frameworks: Extensive experience with PyTorch, TensorFlow, Keras, and scikit-learn.
📝 Natural Language Processing
- Transformers: Applied advanced NLP models (BERT, GPT, RoBERTa, T5) to create cutting-edge applications in summarization, language modeling, and classification.
- Text Processing & Analysis: Expertise in semantic search, vectorization (Word2Vec, TF-IDF, GloVe), and NLP pipelines using Hugging Face and spaCy.
- Behavioral NLP: Development of sentiment analysis systems and personality inference engines from unstructured text.
👁️ Computer Vision
- Pose Estimation: Developed facial and body pose segmentation and detection systems using models such as OpenPose and Mediapipe.
- Object Detection: Expertise in YOLO, Faster R-CNN, and SSD for real-time detection and tracking.
- Image Segmentation: Implemented deep learning models for semantic and instance segmentation tasks (Mask R-CNN, UNet).
- Video Analysis: Enhanced video processing workflows using motion analysis and frame-level predictions.
📊 Data Science
- Statistical Analysis: Mastery in hypothesis testing, regression analysis, and predictive modeling.
- Time-Series Analysis: Building predictive systems with ARIMA, SARIMA, and deep learning-based LSTMs for forecasting.
- Dimensionality Reduction: Applied PCA, t-SNE, UMAP for high-dimensional data visualization.
- Feature Engineering: Expert in handling complex datasets, constructing pipelines for feature extraction and optimization.
🌐 Web Development
- Full-Stack Development: Expertise in frontend (React, Native) and backend (Node.js, Flask, Django) technologies.
- Scalable Architectures: Built microservices-based architectures with cloud platforms like AWS, GCP, and Azure and private VPS.
- API Development: Created robust RESTful and GraphQL APIs for seamless integrations.
- DevOps & CI/CD: Implemented scalable deployment pipelines using Docker, Kubernetes, and GitHub Actions.
⚡ Innovation & Impact
- Generative AI Education: Delivered workshops at McGill University on diffusion models, transformers, and the fundamentals of artificial intelligence.
- Competitions: Won the 2022 TECHNATION Ingenious Award for excellence in technology use.
- Open-Source Contributions: Contributor to Deforum, enhancing video generation with Stable Diffusion.
- Artistic & Creative Contributions: Leveraged tools like Blender, Adobe Photoshop, and Stable Diffusion for original art.
- Strategic Advisor: Provided consultancy to startups and established companies on leveraging AI.
- Creative Problem-Solving: Merged engineering expertise with entrepreneurial instincts.
DEVELOPER:
BARDIA
STATUS:
ONLINE
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