PARAMJEET SINGH
Dehradun
Summary
Aspiring ML Engineer and Data Analyst skilled in transforming data into actionable insights. Seeking to leverage analytical skills and machine learning knowledge to drive impactful solutions within an innovative team. Committed to continuous learning and collaboration in fast-paced environments.
Overview
7
7
years of professional experience
Work History
ML Engineer
Industriome Technologies Pvt. Ltd
Dehradun
12.2025 - Current
- Developed and deployed supervised learning models (regression and classification) for predictive maintenance and quality control using scikit learn and XGBoost, integrating with Flask for production environment deployment.
- Performed EDA and statistical modeling on manufacturing sensor datasets, applying hypothesis testing and correlation analysis to uncover process inefficiencies and improve operational efficiency by 25%.
- Applied clustering and PCA for process segmentation and anomaly detection, contributing to 15% improvement in resource optimization.
- Containerized ML inference services using Docker, ensuring portability across development and staging environments for scalable multi-model deployment.
Analytics Engineer
Radius Synergies
Noida
11.2023 - 02.2024
- • Developed cross-functional tracking dashboards using Python (Pandas, Matplotlib) and SQL, providing milestone visibility across product development cycles.
- Developed data quality monitoring checks using Python and SQL, enhancing reporting workflows by identifying and flagging anomalous records in CI/CD-integrated pipelines.
- Validated technical requirements against historical data using SQL and Python scripts, supporting feasibility analysis for engineering team.
Senior Data Analyst
Havells India Ltd
Ludhiana
09.2022 - 10.2023
- Led product analytics engagement with Tata Company using statistical modeling and ML-based trend analysis (scikit-learn), resulting in 22% improvement in performance KPIs.
- • Conducted market research with automotive OEMs and Tier 1 clients, identifying three high-value product opportunities and contributing to a 15% increase in feature adoption.
- Translated analytical insights into actionable product improvements, leading to a 17% increase in customer retention.
Data Analyst
Briston Technomach Pvt. Ltd
New Delhi
07.2019 - 08.2022
- Analyzed industrial datasets using statistical and exploratory methods, improving operational efficiency by 25% through trend identification and anomaly detection.
- Applied predictive modeling for resource optimization, identifying waste reduction opportunities that lowered operational costs by 10%.
- Built automated data preprocessing pipelines, decreasing manual preparation time by 25% and enhancing reporting accuracy by 15%.
- Collaborated with cross-functional teams to deliver data-driven solutions that increased stakeholder adoption of analytics dashboards and insights by 20%.
Education
Master of Science - AI & ML
Scaler Neovarsity
02-2026
Bachelor of Technology - CSE
Graphic Era Deemed University
05-2019
Skills
- Python
- SQL
- Scikit-learn
- XGBoost
- Random Forest
- Deep Learning
- Feature Engineering
- Statistical Modeling
- Time Series Forecasting
- Clustering
- PCA
- NumPy
- Pandas
- Tensorflow
- PySpark
- Docker
- MLFlow
- AWS
Timeline
ML Engineer
Industriome Technologies Pvt. Ltd
12.2025 - Current
Analytics Engineer
Radius Synergies
11.2023 - 02.2024
Senior Data Analyst
Havells India Ltd
09.2022 - 10.2023
Data Analyst
Briston Technomach Pvt. Ltd
07.2019 - 08.2022
Master of Science - AI & ML
Scaler Neovarsity
Bachelor of Technology - CSE
Graphic Era Deemed University