Mudit Nautiyal
Data & ML Engineer | GenAI, Analytics
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Mudit Nautiyal
Data & ML EngineerGenAIAnalytics
Building scalable data pipelines and high-performance AI systems that turn data into action.
Data and AI engineer working across analytics, data engineering, data science, machine learning, and applied LLM and agentic systems. I build data pipelines, glass-box ML tooling, and LLM agents, and ship them as open-source packages on PyPI and live applications.
OPEN TO
Data AnalystData ScientistData EngineerMachine Learning EngineerAI / Agentic AI Engineer
Currently a Data Engineer Intern at Buffalo Niagara Medical Campus.
Technical Arsenal
PythonCore
SQLCore
AirflowCore
dbtCore
SnowflakeCore
Informatica MDMCore
PyTorchCore
LangChainCore
GenAI (LLMs, RAG)Core
AWS (S3, Glue, Redshift)Core
DockerCore
Git/GitHubCore
Power BIProficient
TableauProficient
OpenCVProficient
YOLOv8Proficient
Apache SparkProficient
Next.jsProficient
ReactProficient
SAPProficient
OracleProficient
SQL ServerProficient
RFamiliar
C++Familiar
BashFamiliar
KubernetesFamiliar
TensorFlowFamiliar
CUDAFamiliar
TensorRTFamiliar
PythonCore
SQLCore
AirflowCore
dbtCore
SnowflakeCore
Informatica MDMCore
PyTorchCore
LangChainCore
GenAI (LLMs, RAG)Core
AWS (S3, Glue, Redshift)Core
DockerCore
Git/GitHubCore
Power BIProficient
TableauProficient
OpenCVProficient
YOLOv8Proficient
Apache SparkProficient
Next.jsProficient
ReactProficient
SAPProficient
OracleProficient
SQL ServerProficient
RFamiliar
C++Familiar
BashFamiliar
KubernetesFamiliar
TensorFlowFamiliar
CUDAFamiliar
TensorRTFamiliar
PythonCore
SQLCore
AirflowCore
dbtCore
SnowflakeCore
Informatica MDMCore
PyTorchCore
LangChainCore
GenAI (LLMs, RAG)Core
AWS (S3, Glue, Redshift)Core
DockerCore
Git/GitHubCore
Power BIProficient
TableauProficient
OpenCVProficient
YOLOv8Proficient
Apache SparkProficient
Next.jsProficient
ReactProficient
SAPProficient
OracleProficient
SQL ServerProficient
RFamiliar
C++Familiar
BashFamiliar
KubernetesFamiliar
TensorFlowFamiliar
CUDAFamiliar
TensorRTFamiliar
PythonCore
SQLCore
AirflowCore
dbtCore
SnowflakeCore
Informatica MDMCore
PyTorchCore
LangChainCore
GenAI (LLMs, RAG)Core
AWS (S3, Glue, Redshift)Core
DockerCore
Git/GitHubCore
Power BIProficient
TableauProficient
OpenCVProficient
YOLOv8Proficient
Apache SparkProficient
Next.jsProficient
ReactProficient
SAPProficient
OracleProficient
SQL ServerProficient
RFamiliar
C++Familiar
BashFamiliar
KubernetesFamiliar
TensorFlowFamiliar
CUDAFamiliar
TensorRTFamiliar
TensorRTFamiliar
CUDAFamiliar
TensorFlowFamiliar
KubernetesFamiliar
BashFamiliar
C++Familiar
RFamiliar
SQL ServerProficient
OracleProficient
SAPProficient
ReactProficient
Next.jsProficient
Apache SparkProficient
YOLOv8Proficient
OpenCVProficient
TableauProficient
Power BIProficient
Git/GitHubCore
DockerCore
AWS (S3, Glue, Redshift)Core
GenAI (LLMs, RAG)Core
LangChainCore
PyTorchCore
Informatica MDMCore
SnowflakeCore
dbtCore
AirflowCore
SQLCore
PythonCore
TensorRTFamiliar
CUDAFamiliar
TensorFlowFamiliar
KubernetesFamiliar
BashFamiliar
C++Familiar
RFamiliar
SQL ServerProficient
OracleProficient
SAPProficient
ReactProficient
Next.jsProficient
Apache SparkProficient
YOLOv8Proficient
OpenCVProficient
TableauProficient
Power BIProficient
Git/GitHubCore
DockerCore
AWS (S3, Glue, Redshift)Core
GenAI (LLMs, RAG)Core
LangChainCore
PyTorchCore
Informatica MDMCore
SnowflakeCore
dbtCore
AirflowCore
SQLCore
PythonCore
PythonCore
SQLCore
AirflowCore
dbtCore
SnowflakeCore
Informatica MDMCore
PyTorchCore
LangChainCore
GenAI (LLMs, RAG)Core
AWS (S3, Glue, Redshift)Core
DockerCore
Git/GitHubCore
Power BIProficient
TableauProficient
OpenCVProficient
YOLOv8Proficient
Apache SparkProficient
Next.jsProficient
ReactProficient
SAPProficient
OracleProficient
SQL ServerProficient
RFamiliar
C++Familiar
BashFamiliar
KubernetesFamiliar
TensorFlowFamiliar
CUDAFamiliar
TensorRTFamiliar
PythonCore
SQLCore
AirflowCore
dbtCore
SnowflakeCore
Informatica MDMCore
PyTorchCore
LangChainCore
GenAI (LLMs, RAG)Core
AWS (S3, Glue, Redshift)Core
DockerCore
Git/GitHubCore
Power BIProficient
TableauProficient
OpenCVProficient
YOLOv8Proficient
Apache SparkProficient
Next.jsProficient
ReactProficient
SAPProficient
OracleProficient
SQL ServerProficient
RFamiliar
C++Familiar
BashFamiliar
KubernetesFamiliar
TensorFlowFamiliar
CUDAFamiliar
TensorRTFamiliar
Selected Work
Featured
- Open-source glass-box AutoML on PyPI. Profiles, cleans, trains, and tunes models, then writes a report that explains every decision.
- Runs on pure scikit-learn, stays deterministic, and uses no LLM and no network calls.
- Flags when a result should not be trusted, with a nested cross-validation optimism guard and honest minority-class reporting.
AutoMLscikit-learnPythonPyPI
- Open-source data-quality engine that catches silent pipeline failures before stakeholders do.
- Profiles datasets and runs YAML-defined checks, then detects drift with z-scores against historical baselines.
- Routes Slack alerts and shows pipeline health on a live dashboard. Works on CSV, Parquet, or SQL.
Data QualityPythonDuckDBYAML
- Personal memory engine. Ask a question in plain language and get a warm, cited answer instead of a list of matches.
- Embeds entries locally with sentence-transformers into Postgres pgvector; citations are attached server-side so the model cannot invent text.
- Python, FastAPI, and Groq (Llama 3.3 70B) on Supabase. The public demo runs on a synthetic journal for privacy.
RAGFastAPIpgvectorsentence-transformers
- AI medical-billing advocate. Winner of the AI For Good Hackathon at the University at Buffalo.
- Extracts every line item and CPT and ICD code from a bill with OCR, then flags duplicates, upcoding, and mismatched codes.
- Generates a formal, ready-to-send dispute letter behind a HIPAA consent flow.
OCRGoogle GeminiReactTypeScript
- Trading-intelligence platform that unifies live data from 9 global exchanges into one Streamlit app.
- Technical analysis (RSI, MACD, Bollinger), NLP news sentiment, and an ML signal engine with 30-minute learning cycles.
- Backtests strategies across 1,000+ trades with drawdown and risk-adjusted metrics.
TradingStreamlitscikit-learnyfinance
- YOLOv8 quality-inspection system that detects Q-Block alignment markers on printed payout tickets through a multi-gate validation pipeline.
- Capstone built for Nissha Medical Technologies. Team lead.
- Calibrated inference thresholds to 99.91 percent accuracy on the production dataset.
YOLOv8PyTorchOpenCVONNX
More on GitHub
Experience
Recommendations
I would confidently recommend Mudit for any data engineering, data science, or ML engineering role. He has the technical foundation, the work ethic, and the problem-solving mindset to make an immediate impact.
Adithya Narayanan
Assistant Professor of Teaching, University at Buffalo
His ability to combine strategic thinking with hands-on execution makes him stand out as a valuable team member and a true asset to any organization.
Meena Malhotra
Associate General Manager at HCL
He consistently demonstrated exceptional technical expertise in Informatica MDM, ETL pipelines, and Data Engineering concepts, making him an invaluable asset to the MDM team.
Nitin Singh
Informatica and IDMC Developer at HCL
Let's Build
Something New.
Always open to discussing product design, engineering, or partnership opportunities.