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Pankaj Maurya

@pankajmaurya1

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Senior Data Analyst and ML Engineer turning data into measurable impact.

India

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What I'm looking for

I’m looking for a role where I can own data-to-decision pipelines—optimizing SQL and dashboards, building ML/NLP models, and operationalizing them with MLOps—while collaborating cross-functionally to improve real outcomes and reduce cycle time.

I’m a results-driven Data Analyst & ML Engineer with 5+ years of experience transforming complex datasets into actionable intelligence and deploying ML models that drive measurable outcomes. I specialize in Python, SQL, Power BI, and Scikit-learn, with strong command of deep learning, NLP, and MLOps.

At Cyfuture Pvt. Ltd., I’ve engineered automated ETL pipelines ingesting data from 10+ sources, cutting prep time by 60% and achieving 99.8% data accuracy. I also optimized complex SQL queries on 1M+ row databases—reducing runtime by 89% (45 min → 5 min) and saving 40+ engineering hours/month.

I build and deploy end-to-end analytics and ML solutions, from forecasting with 94% accuracy to real-time NLP inference serving 50+ stakeholders using FastAPI + Docker. I’ve architected 15+ Power BI dashboards to reduce decision latency by 60%, and I run MLOps workflows with MLflow to compress deployment cycles from 2 weeks to 3 days.

Experience

Work history, roles, and key accomplishments

Current

Senior Data Analyst & ML

Current

Cyfuture Pvt. Ltd.

Mar 2021 - Present (5 years 2 months)

Engineered automated ETL and optimized SQL on 1M+ row databases, cutting runtime by 89% (45 min to 5 min) and reducing data prep time by 60%. Built and deployed ML/NLP models (94% forecast accuracy) and delivered 15+ real-time Power BI dashboards while improving deployment cycles with MLflow (2 weeks to 3 days).

ETL Python SQL Query Optimization Machine Learning NLP Hugging Face Power BI Data Modeling MLFlow Docker fastAPI A B Testing

Data Analyst / ML Engineer

Freelance

Jan 2020 - Feb 2021 (1 year 1 month)

Developed predictive ML models with Scikit-learn and built ETL pipelines into MySQL/PostgreSQL to deliver analytics dashboards. Performed EDA and cohort/trend analyses in Python to surface actionable business insights.

scikit learn predictive modeling ETL MySQL PostgreSQL Tableau Cohort Analysis

Education

Degrees, certifications, and relevant coursework

Prince Institute of Innovative Technology

Bachelor of Technology, Mechanical Engineering

Grade: CGPA: 8.03/10 (≈ 3.5/4.0)

Bachelor of Technology in Mechanical Engineering from Prince Institute of Innovative Technology, Greater Noida, completed in 2020; CGPA 8.03/10 (approx. 3.5/4.0).