🎓 ML Engineer | Data Scientist
Welcome to my GitHub portfolio! I specialize in creating large-scale data and model-heavy solutions, optimizing pipelines, and productionizing AI applications.
- Creating a community to breakdown complex(and boring 🥱) topics and share knowledge on AI!
- Building an AI product!!! (Stay Tuned...)
Enhancing title generation in LLMs with reinforcement learning to create human-like and attention-grabbing titles.
Implementing machine learning algorithms using the Rust programming language. The aim of this repository is to explore the performance benefits and challenges of building ML models in Rust, focusing on safety, speed, and scalability.
A chatbot leveraging NLP and vector search to answer user queries about stocks.
- Languages: Python, Rust, SQL, PySpark
- Frameworks: PyTorch, Hugging Face, Spark
- Tools: MLflow, Airflow, Power BI
- Specialties: ML Engineering, MLOps, Large-Scale ML, CI/CD
- Vision Transformer (ViT) in Rust(Medium/Differ)
- Data Engineering with Rust
- Enhancing Title Generation in LLMs Using Reinforcement Learning
- Harnessing The Power of LLMs to Gain Product Insights
- LinkedIn: Ramendra Singla
- Medium: @ramendrasingla
- X: @singla_ram99