Omkar Sinare
Pune, Maharashtra
Data Engineer. Automation Specialist.
About
I turn data chaos into scalable systems.
I'm a Data Engineer and Automation Specialist focused on solving real operational bottlenecks. From processing 300k+ row datasets to building custom fuzzy matching engines, I transform manual chaos into reliable, automated workflows that teams actually use.
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Rows Handled
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Effort Saved
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Years Building
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Tools Shipped
Experience
Data Analyst L1
Open Links Foundation
- Built automated exam pipeline covering center allocation, roll numbers, and admit cards.
- Developed token-based fuzzy matching engine reducing manual lookup effort by 40%.
- Architected Streamlit scholarship dashboards processing 300k+ records.
Java Developer Intern
TechnoHacks Edutech
- Developed GUI-based ATM simulation with full transaction lifecycle.
- Applied OOP patterns across multiple tooling projects.
Skills
PythonAdvanced
PostgreSQLLearning
Next.jsLearning
SQLAdvanced
AWSIntermediate
GitAdvanced
JavaIntermediate
StreamlitAdvanced
PandasAdvanced
NumPyAdvanced
OpenCVIntermediateFeatured Projects
Project 01
Cyber Attack Detection System
Real-time intrusion detection using a hybrid Random Forest + CNN pipeline, optimized for low-latency threat classification.
- 01Hybrid framework: Random Forest and XGBoost for tabular classification, CNN for spatial pattern recognition across network traffic.
- 02Feature engineering and PCA-based dimensionality reduction to isolate the 10 highest-signal features, cutting inference latency.
- 03Achieved high-precision real-time monitoring with optimized model efficiency suitable for live deployment.
Architecture
ML Pipeline
System Architecture
Project 02
Vinoba Platform — Data & Automation
End-to-end data engineering suite handling 300,000+ rows, reducing manual processing time by 80% across scholarship and exam pipelines.
- 01Scholarship Data Tool: Python + Streamlit pipeline processes 300k+ rows in minutes, replacing brittle Excel-based workflows entirely.
- 02Intelligent Name Matching: Token-based fuzzy matching engine in Google Apps Script, outperforming VLOOKUP and reducing manual effort by 40%.
- 03End-to-End Exam System: Designed centralized system for center allocation, roll number generation, and digital admit card delivery.
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