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i User

@iuser3

Message

I build data-driven risk prediction systems and turn messy data into decisions.

India

Message

What I'm looking for

I'm looking for a Data Analyst or IT role where I can turn messy data into decisions, not just dashboards.

I built a student performance prediction system at Jamia Hamdard University that classifies academic risk with 92% accuracy using ANFIS, a neuro-fuzzy machine learning model.

As Core Developer and ML Engineer, I improved on logistic regression by 15%, reduced RMSE by 15% through feature engineering across six behavioral indicators, and validated results with k-fold cross-validation.

I accelerated preprocessing by 40% with Pandas and NumPy, then built a Flask REST API and dashboard for real-time monitoring across four performance zones with sub-two-second response times.

I'm completing an MCA with an 8.8 CGPA and bring Google certifications in Data Analytics and IT Support, alongside hands-on work in Python, SQL, Power BI, Tableau, IT administration, and infrastructure support.

Experience

Work history, roles, and key accomplishments

IT Professional & Data Analyst

Jamia Hamdard University

Built a machine learning system that classifies student academic risk with 92% accuracy using ANFIS. Developed a Flask REST API backend and dashboard for real-time risk monitoring.