Anusha Seshadri
Résumé

AI Engineer · Data Scientist — New York City

Anusha Seshadri

AI Engineer at Digestive Disease Care, leading the AI and data science function across claims, revenue cycle, and interoperability. M.S. in Data Science from RIT. Holder of an Indian patent for an AI-driven clinical risk prediction framework.

Selected work About me
New York City AI Engineer @ Digestive Disease Care M.S. Data Science, RIT 1 patent · 2 publications

Projects

15 entries · hover to reveal

NGAFID · C172 · PITCH / ALT / RPM ANOMALY DETECTED SUBSEQ 4102–4388 OC-SVM → NEUROEVOLUTIONARY RNN (EXAMM) · 10,000+ ARCHITECTURES

Predictive Anomaly Detection in NGAFID

Deep learning research
EXAMSNAPSHOT SCORESERVER-SIDE ELIGIBLE?RULE ENGINE CERTIMMUTABLE SHADOW360 · ASSESSMENT ENGINE TIMER 14:32 JWT · RATE LIMITS · AUDIT LOG NY CDPA · SHIELD ACT

shadow360

Healthcare platform
KYRON MEDICAL · CHAT + VOICE I need to see a cardiologistPATIENT · 09:41 Dr. Sarah Chen — CardiologyTue Apr 14, 9:00 AM. Book it?KYRON · CLAUDE bookAppointment() TOOL CALL → /api/book-appointment → SMS CONFIRMATION VOICE · ACTIVE DEEPGRAM → CLAUDE → VAPI SCHEDULING · REFILLS · PRACTICE FAQ · 24/7

Kyron Medical

Healthcare AI
POSE: TREECONF 0.94 L_KNEE 47°HIPS LEVEL ✓ MEDIAPIPE · 33 LANDMARKS · RANDOM FOREST

YogiSync

Computer vision
VOICE · MULTIMODAL LLM · SESSION 07 RAG-BASED PERSONALISED RECOMMENDATIONS CALM ENGAGEMENT STRESS RETRIEVAL: 4 DOCS

MendPath

Generative AI
IT REQUESTSERVICENOW FORM FLOWDESIGNER CLAUDETRIAGEASYNC BUSINESS RULE INCIDENTAUTO-CREATED SLACKWEBHOOK ENTERPRISEDESK AI · SERVICENOW PDI CATEGORY: NETWORKPRIORITY: HIGH "VPN drops every 10 min since the update" → summary generated ZERO HUMAN INTERVENTION · SECONDS

EnterpriseDesk AI

Enterprise AI
SOLAI V2 · MEMORY × TOOLS WORKING · REDIS< 5 MIN · INSTANT SESSION · SUPABASEDAYS – WEEKS · PERSISTENT LONG-TERM · PINECONEPERMANENT · SEMANTIC SEARCH ORCHESTRATOR87 MCP TOOLS GMAILTWILIOCALENDARCRMMARKET INTENT + EMOTIONAL CONTEXT → ADAPTIVE PERSONALITY → PARALLEL / CHAINED TOOL EXECUTION GEMINI 2.5 FLASH PRIMARY · CLAUDE HAIKU FALLBACK

SolAI

Agentic AI
SALES · INVENTORY · KPIFORECAST → MYSQL → ETL → POWER BI (DAX)

Retail Inventory & Demand Analytics

Data engineering
AIDEV DATASET · 50 AGENTIC + 50 HUMAN PRs · PYTHON PR DESCRIPTION LENGTH (MEAN CHARS) HUMAN5,669 AGENT755 (≈ 7.5× shorter) DEPENDENCY COMMUNICATION SIGNALS HUMAN AGENTp = 0.0002 · CLIFF'S δ = −0.36 MANN–WHITNEY U · RADON · PYLINT · NO SIGNIFICANT CODE-LEVEL SMELL DIFFERENCE MSR 2026 MINING CHALLENGE · SESHADRI & PAL, RIT

Analyzing the Quality of Agentic Code

Empirical software engineering research
ZZFEATUREMAP · 2 QUBITS · REPS=1 q0q1 H H P(x0) P(x1) P(x0·x1) KERNEL MATRIX K(x,x') = |⟨φ(x)|φ(x')⟩|² QUANTUM 0.80 vs RBF 1.00 (IRIS) · 0.80 vs 0.90 (MOONS) FIDELITYQUANTUMKERNEL · STATEVECTORSAMPLER · SVC(precomputed)

Quantum Kernel SVM

Quantum machine learning
GROVER · N=8 · k=⌊π/4·√N⌋=2 UNIFORM START AFTER 2 ITERATIONS |101⟩ 94.5% ORACLE (PHASE FLIP) → DIFFUSION (INVERT ABOUT MEAN) → REPEAT O(√N) vs O(N) · 2ⁿ FEATURE SUBSETS → 2^(n/2) ORACLE CALLS DYNAMIC MCX ORACLE · MULTI-TARGET · AER / IBM HARDWARE

Grover's Search

Quantum algorithms
ALICEPREPARE Z / X EVEINTERCEPT–RESEND BOBMEASURE Z / X |0⟩|+⟩|1⟩ |+⟩|−⟩|1⟩ CLASSICAL CHANNEL · BASIS COMPARISON · SIFT BB84 QKD · 100 QUBITS · 1024 SHOTS WITHOUT EVE QBER 0.00%✓ SECURE · 25-BIT KEY WITH EVE QBER 24.49%✗ ABORT · THEORY 25% THRESHOLD ≈ 11% · INFORMATION-THEORETIC SECURITY · AER / IBM QUANTUM

BB84 Quantum Key Distribution

Quantum cryptography
APP. NO. 202441004228 PATENT NO. 601763 · GRANTED 8 SEP 2026 PATENT

Hybrid Fuzzy Cardiac Prediction

Granted patent
INPUT: "a bird lifts off the water" NLP → DEEP LEARNING → GAN → FRAMES

Make Ideas into Motion using AI

Publication
CAMLOCKHUBTEMPFIRMWARE ATTACK SURFACE · AUTH · FIRMWARE · NETWORK LAYER

Review of Security of IoT Devices

Publication
All work →

Get in touch

Let's talk

Research collaborations. Healthcare AI. Speaking & conversations.
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