👋 Hi, I'm Ivan, a Deep Learning Engineer and Backend Developer with drive to push the boundaries of Artificial Intelligence and scalable systems. My expertise lies in crafting cutting-edge solutions in CV, NLP, ML, and DS, complemented by robust backend architectures.
🔥 I’ve tackled complex tasks like Seq2Seq modeling, Classification, Object Detection, Segmentation, Time-Series Forecasting, and Person Re-Identification (ReID), delivering impactful results in real-world applications. Whether it’s training state-of-the-art neural networks or building high-performance APIs with Nest.JS and Node.JS.
💡 My mission? To harness the power of AI and backend engineering to solve challenging problems, drive innovation, and create value for businesses and communities. I’m always open to collaborating with forward-thinking teams—let’s build the future together!
- Frameworks: TensorFlow, PyTorch, Keras, Scikit-learn
- Tasks: Classification, Object Detection, Semantic Segmentation, Seq2Seq, Forecasting, Animal ReID
- Architectures: CNNs, RNNs, LSTMs, Transformers, GANs, YOLO, BERT
- Optimization: Hyperparameter Tuning, Gradient Clipping, Quantization
- Tools: MLflow, Weights & Biases, Optuna
- Applications: Image Classification, Object Detection, Instance Segmentation, Pose Estimation
- Libraries: OpenCV, Albumentations, Detectron2, MMdetection
- Experience: Real-time video processing, wild-life segmentation
- Tasks: Sentiment Analysis, Named Entity Recognition, Text Generation, Machine Translation
- Models: BERT, GPT, RoBERTa, T5
- Tools: Hugging Face Transformers, SpaCy, NLTK
- Applications: Chatbots, Text Summarization, Semantic Search, Recommendation system
- Skills: EDA, Feature Engineering, Statistical Modeling, A/B Testing
- Tools: Pandas, NumPy, Matplotlib, Seaborn, Jupyter
- Platforms: AWS, Google Cloud, Databricks
- Focus: Predictive Analytics, Recommendation Systems, Time-Series Analysis
- Frameworks: Nest.JS, Node.JS, Express
- Databases: MongoDB, MySQL, PostgreSQL
- ORMs: Mongoose, Typegoose, Prisma
- APIs: REST, GraphQL, WebSockets
- DevOps: Docker, Kubernetes, CI/CD, AWS
- Tech: HTML, CSS, JavaScript, Vue.JS, Tailwind CSS
- Design Tools: Figma, Photoshop
- Focus: Building intuitive, responsive, and visually appealing interfaces
I’m always excited to collaborate on innovative AI and backend projects. Reach out, and let’s make waves together!