Durgesh Kanzariya
I design and execute rigorous software architectures, balancing full-stack infrastructure development with deep exploratory data analysis and predictive systems engineering.
Aero Guard
CORE_ENGINE // XGBoost Regression
Built a predictive framework to forecast the Remaining Useful Life (RUL) of jet engines utilizing historical multi-sensor telemetry datasets. Implemented custom feature engineering and rigorous model evaluation.
TravelDost
CORE_ENGINE // React + Express + PostgreSQL
Designed and engineered a full-stack companion web platform featuring structured relational database mapping, custom multi-tier API routing architectures, and decoupled component management layouts.
Predictive Pipelines
Integrating machine learning engines (such as XGBoost) into active server microservices to generate high-fidelity, real-time prediction scopes.
Relational Infrastructure
Designing rigorous, 3NF normalized SQL database architectures targeting highly efficient query speeds and low lookup latencies under index loads.
Data Operations
Engineering automated ETL processes, rolling statistical window analytics, and clean feature engineering models for sensor streams.
Focus on core algorithms, clean data flows, and proven architecture stacks instead of chasing short-lived tech trends.
A clean, strictly validated database schema ensures atomic data integrity, preventing cascading errors at the service layer.
Optimize code and query execution layouts proactively to secure sub-50ms baseline responses under operational load.
Incoming Systems Engineer & Intern
Selected for a 39-month contract starting late 2026, beginning with an intensive 9-month internship developing high-availability backends and data-driven client workflows.
B.Tech in Information Technology
Under the guidance of academic mentors Prof. Snehal Sathwara and Prof. Dr. Chetan Shingadiya, focusing on database normalizations, algorithms, and computational statistics.
Double Silver Medalist & Elite Topper
Awarded Silver Medalist & Elite status across two key certifications: Data Structures & Algorithms using Python and Python for Data Science.
Advanced Certifications01 // HONORS
- NPTEL Silver Medalist — Data Structures & AlgorithmsIIT Madras / Elite Silver Distinction
- NPTEL Silver Medalist — Python for Data ScienceIIT Madras / Elite Topper & Silver Medal
- NPTEL Silver Medalist — Joy of Computing using PythonIIT Madras / Elite Silver Distinction
Core Environments & Toolkits02 // STACK
Let's build something rigorous.
Looking for analytical software development or dedicated machine learning systems engineering expertise. Open to internships, collaborative open-source builds, and architectural discussions.