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KrasiKirov/README.md

Hi, I'm Krasimir.

Fourth-year Software Engineering student at McGill (graduating December 2026). I focus on backend and data systems; APIs, databases, observability, and production reliability.

Experience

  • Intact Financial Corporation — Java/Angular features on a policy platform used by 35,000+ agents and brokers
  • AWS — Observability for the Redshift query planner: 12 health signals across a distributed system, SQL telemetry replacing manual log analysis
  • UKG — Java features and production defect fixes in a Kubernetes microservices backend (2,500+ orgs)
  • Pomerleau — Internal tools in C#/ASP.NET; 25% faster API responses, 50% faster delivery via CI/CD

Tech

Java · Python · C# · JavaScript · SQL · Spring Boot · ASP.NET · React · Angular · Node · PostgreSQL · Redshift · Kafka · AWS · Azure · Docker · Kubernetes · RAG/LLMs

Projects

  • Freshet — Freshness-first streaming RAG for on-call engineers: Kafka ingestion queryable in ~5s, hybrid retrieval with cited answers, and an autopilot that drafts incident briefs and postmortems
  • EMG to Torque LSTM — Predicts ankle torque from 4-channel sEMG with an LSTM (TensorFlow/Keras): leakage-free envelope pipeline, pooled R² ≥ 0.96, and within-/cross-subject evaluation across eight joint angles
  • Loop — Competitive DSA interview prep with server-authoritative Elo, PostgreSQL Row-Level Security, and concurrency-safe rating updates — live demo

Connect

Portfolio · LinkedIn

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  1. freshet freshet Public

    Python 1

  2. EMG_TQ_Modelling EMG_TQ_Modelling Public

    Forked from reklab/EMG_TQ_Modelling

    LSTM (TensorFlow/Keras) predicting ankle torque from 4-channel sEMG — pooled R² ≥ 0.96, with a leakage-free envelope pipeline and within/cross-subject evaluation

    MATLAB

  3. Loop Loop Public

    Competitive DSA interview prep — auto-graded pattern drills, server-authoritative Elo, head-to-head duels. React + Express + PostgreSQL (Row-Level Security)

    JavaScript

  4. BriefPDFReader BriefPDFReader Public

    Length-controlled AI PDF summaries — pick a word budget, get faithful Markdown back. React + Express + OpenAI

    JavaScript

  5. SpotifyPlaylistGenerator SpotifyPlaylistGenerator Public

    The Listening Room — describe a mood in plain language, get a Spotify playlist. React Native + FastAPI + OpenAI

    TypeScript