- Software Engineer at Zinnia
- Working on XMEM - The Memory Layer for AI That Never Forgets
- Also, parallely working on AetherLearn - The classroom voice for every learner.
- Focused on production-ready AI systems
- Interests: ML, DL, NLP, GenAI, FastAPI, Frontend-Backend Engineering
- Writing at: Medium
| Machine Learning | Supervised, Unsupervised, RL, PCA, UMAP, Time Series, Ensemble Methods |
| Deep Learning | CNN, LSTM, GRU, Transformers, ResNet, Backpropagation |
| Computer Vision | OpenCV, YOLO, Tesseract (OCR) |
| NLP / GenAI | RAG, Embeddings, ChromaDB, Pinecone, LangChain, LlamaIndex |
| Backend / MLOps | FastAPI, Docker, PostgreSQL, REST APIs, AWS (EC2, SageMaker) |
| Web Dev | HTML, CSS, JS, React.Js, TypeScript, Node.Js |
- Designing RAG-based systems for production
- Building LLM pipelines and workflows
- Strengthening backend + deployment skills
- Exploring fine-tuning vs retrieval trade-offs
- Exploring the concept of persistent memory in AI
- Exploring the way of going from 0 -> 1
- Bulding scalable systems
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