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yash-bitla/README.md

Hi, I'm Yash

I'm a software engineer at Age Bold, where I build healthcare systems that connect Medicare members to preventive care.

What I work on

Most of my work is on large-scale backend system and real-time ML services. I build pipelines that ingest and reconcile health plan data at high volume, and the serving stack that turns that data into real-time, personalized recommendations. I care about the whole path: how data enters the system, how a model uses it under a tight latency budget, and how user feedback returns to make the next prediction better.

What I'm interested in

I like the place where machine learning meets software engineering: the work it takes to turn a model into a system that people can depend on. That means serving under a latency budget, data pipelines that stay correct at scale, evaluation that matches what users experience, and feedback loops that make the model better over time.

Find me

yashbitla.com · LinkedIn · yashbitla1999@gmail.com

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  1. leantrack leantrack Public

    Real-time multi-object tracking that schedules a slow detector against a frame budget. ByteTrack-style tracker, YOLOX on ONNX Runtime, optical flow and ReID, with every trade-off measured on MOT17.

    Python

  2. 18alantom/CoveragePathPlanning 18alantom/CoveragePathPlanning Public

    Code pertaining to coverage path planning and area division.

    Jupyter Notebook 128 27

  3. drone-coverage-planner drone-coverage-planner Public

    Multi-drone coverage path planning with battery limits, charging stations and obstacles. A route-first, cluster-second planner that finishes 41% sooner than a DARP + STC baseline, with a web replay.

    Python

  4. hybrid-retrieval-engine hybrid-retrieval-engine Public

    Search engine built in stages (BM25, dense, hybrid fusion, reranking, MaxScore pruning, HNSW), with benchmarks of what each stage adds in quality and costs in latency.

    Python

  5. event-discovery-service event-discovery-service Public

    Event search service with quota-aware ingestion from a rate-limited API

    Python