Mridul Birla
RSS FeedMachine Learning Engineer passionate about building intelligent systems that deliver real‑world impact. Experienced in designing scalable ML pipelines, architecting end‑to‑end infrastructure, and applying LLMs and retrieval systems to solve complex information problems. Skilled at working from zero‑to‑one in ambiguous startup settings while also scaling and optimizing systems in high‑traffic production environments. Comfortable bridging research and engineering, with a strong focus on experimentation, fast iteration, and product alignment. I thrive when solving unstructured problems, building things that don't exist yet, and pushing the limits of what AI systems can do in production.
Recent Posts
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[Transformer Series]- Positional Encoding Notes
Published: at 05:00 PMA deep dive into positional encodings in Transformer models.