VIGNESHWARAN SIVA SANKARAN

CODENAME: DOTE  ·  DS & ML ENGINEER  ·  LA JOLLA, CA

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// 01 — MISSION BRIEFING

DS/AI/ML Engineer with a track record of building and shipping intelligent systems across diverse domains — from defense-grade autonomous drones to healthcare imaging agents and game analytics platforms.

My work spans agentic AI, LLM orchestration, statistical experimentation, and production ML pipelines. I thrive at the intersection of rigorous data science and real-world engineering — building systems that reason, adapt, and scale.

Currently pursuing an M.S. in Business Analytics at UCSD, with a focus on Machine Learning, Agentic AI Systems, and Data-Driven Decision Systems.

  name       : "Vigneshwaran Siva Sankaran"
  role       : "DS & ML Engineer"
  location   : "La Jolla, CA"
  stack      : ["Python", "PyTorch", "LangChain", "Spark", "AWS"]
  available  : true
  focus      : "ML, Agentic AI & Data Science"

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// 02 — LOADOUT

ML & AI

Data Science & Engineering

Infrastructure

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// 03 — TACTICAL OPERATIONS

ID	Project	Type
P-001	AI-IaSS — Agentic infra optimization, 20–30% cost reduction · Hackathon Winner  [GitHub]	HACKATHON
P-002	Cache-Aware Routing — 12.6× latency improvement for distributed ML inference	RESEARCH
P-003	RiboSense — 150% throughput increase on 64-core TPU, 0.98 AUC-ROC  [GitHub]	RESEARCH
P-004	Skill Rating System — Elo/Glicko-2 with A/B experimentation on 10K+ matches  [GitHub]	PROJECT
P-005	VALORANT Player Intelligence — Segmentation & outcome modeling  [GitHub]	PROJECT
P-006	LungeScape AI — 4-agent medical imaging system · Hackathon Finalist	HACKATHON

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// 04 — GITHUB STATS

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// 05 — CONNECT

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_{^{don't judge me}}