👋 Hey there! I'm

MRUDULA
DESHMUKH

From circuits to clinical AI — building what matters.

Data Scientist · Healthcare Analytics · AI/ML Engineer

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About

A bit about me

Mrudula Deshmukh

I'm a Data Scientist who grew up in a healthcare family in Pune — dad's a pharmacist, mom's a doctor. That shaped everything. I went from electronics engineering to healthcare analytics to building AI systems that help clinicians make better decisions.

EHR (Epic / Cerner)Airflow · dbt · SnowflakePython · SQL · RTensorFlow · PyTorchLangGraph · QdrantFlask · Docker · GCP

My engineering background taught me systems thinking — how data flows, where noise enters, how to build things that hold up. At Endeavor Health Services, I worked with real patient data, and at UB's neuroscience lab, I built real-time ML inference for brain experiments.

I've processed 500K+ patient records, helped identify $2M+ in cost savings, built 6 production projects, and reduced processing time by 70%.

Outside work — I'm learning from the Bhagavad Gita, saving up travel destinations for someday, painting when the mood strikes, working out on good days, listening to music on every day, and binge-watching series on the rest.

Path

Three chapters

Electronics → Healthcare → AI. Each built on the last.

01

Electronics & Telecom

B.E. in ENTC — signals, circuits, IoT. Built a cold supply chain monitoring system. Healthcare was always in the air at home.

02

Healthcare Analytics

Deep learning on 500K+ records, 92% accuracy. ETL with Airflow. Power BI dashboards → $2M+ savings. Real patient data, real stakes.

03

AI & Data Science

MS Data Science from UB. Multi-agent AI, NLP, production ML. Building at the intersection of healthcare + intelligent systems.

Experience

Where I've worked

Data Analyst

Endeavor Health Services
SEP 2025 — DEC 2025 · Buffalo, NY
+

Deep learning (TensorFlow, Keras) on 500K+ healthcare records — 92% accuracy for 50+ clinicians. Automated ETL with 99.9% data quality, 70% faster. Production ML with Flask + Docker on GCP (<100ms). Power BI dashboards → $2M+ cost savings.

TensorFlowPythonSQLAirflowFlaskDockerGCPPower BI

ML Research Assistant

University at Buffalo
APR 2025 — AUG 2025 · Buffalo, NY
+

Deep learning for behavioral patterns in neuroscience — 70% less manual analysis. Real-time inference for optogenetics (<100ms, +15% detection). Scalable time-series pipelines with cross-validation.

TensorFlowKerasPythonScikit-learn

Data Analytics

AI Adventures
MAY 2022 — JUN 2023 · Pune, India
+

Classification models (Random Forest, XGBoost) — 92% accuracy. End-to-end pipelines → 60% faster reports. 100K+ customer records, +18% model improvement.

PythonSQLAirflowXGBoost
Projects

Things I've built

Click any project to see the full story.

🦠

Foodborne Illness Forecasting

Predicting outbreaks early
83.3% acc · 100% sensitivity

Time-series with ARIMA, Prophet & Random Forest for public health.

Explore →
🤖

Synapse Street

Multi-agent AI system
18% ROI · 3K+ entities

AI agents collaborating on market analysis — built in 24hrs.

Explore →
🧠

Alzheimer's Detection

Explainable brain scan AI
92% acc · +14% recall

CNN with SHAP/LIME so doctors trust the model.

Explore →
🔍

Fraud Detection

6.3M transaction pipeline
99.9% AUC · 6.3M records

XGBoost on massively imbalanced financial data.

Explore →
🚕

RoutePulse

Big data at scale
3.5M trips · 91% acc

PySpark + Hadoop processing millions of NYC taxi rides.

Explore →
⛓️

DeFi Analytics

Blockchain data design
10K+ events · BCNF

Normalized PostgreSQL for Ethereum analytics.

Explore →
Education

Where I studied

Buffalo
M.S. Data Science
University at Buffalo — SUNY
AUG 2024 — DEC 2025
Details →
Healthcare Analytics & Data Engineering. 6 production projects. Co-led AI multi-agent system at UB Hacking. ML Research Assistant in neuroscience lab.
Pune
B.E. — Electronics & Telecom
AISSMS Institute of IT, Savitribai Phule Pune University
AUG 2020 — MAY 2024
Details →
Signal processing, embedded systems, IoT. Built cold supply chain monitoring. Systems thinking that shapes my data architecture approach.
Skills

Tools I use

Programming
Python
SQL
R
ML & AI
Scikit-learn
TensorFlow
Keras
PyTorch
XGBoost
ARIMA
Data Engineering
Airflow
ETL/ELT
Spark
dbt
Databases & Deploy
PostgreSQL
Snowflake
BigQuery
Flask
Docker
GCP
Healthcare
Power BI
Tableau
Epic
Cerner
HIPAA
HEDIS
LangGraph
Contact

Let's talk

Open to Data Scientist, Data Engineer, and Analytics Engineer roles.