Naman

Advanced AI & ML Certification Program

03/2024 - Present

Learnbay Institute, Bangalore, karnataka, India

Specialized training in advanced artificial intelligence and machine learning techniques, focusing on real-world applications and problem-solving skills.

Bachelor of Engineering in Electrical

07/2020 - 11/2023

Nagpur University, Nagpur, Maharashtra, India

Comprehensive education in electrical engineering, with a strong emphasis on analytical and problem-solving skills, preparing for a transition into data science and machine learning.

Python for Data Science Certificate

Learnbay Institute, Bangalore, karnataka, India

• Developed a strong foundation in Python for data science, including data manipulation with Pandas and NumPy.
• Acquired skills in data visualization using Matplotlib, Seaborn and Plotly.
• Introduced to machine learning basics, including supervised and unsupervised learning algorithms.

Statistics and Machine Learning Certificate

Learnbay Institute, Bangalore, Karnataka, India

• Built a robust understanding of statistical concepts, including descriptive and inferential statistics.
• Gained proficiency in statistical modeling and hypothesis testing to draw meaningful insights from data.
• Applied statistical techniques to analyze real-world datasets, enhancing decision-making and data interpretation skills.
• Completed hands-on training in supervised and unsupervised learning algorithms, including linear regression, logistic regression, decision trees, and clustering.
• Worked on real-world projects involving model development, evaluation (AUC, confusion matrix), and hyperparameter tuning using Scikit-learn.
• Applied statistical concepts and data preprocessing techniques for building robust, production-ready ML solutions.

SQL and NoSQL Databases Certificate

Learnbay Institute, Bangalore, Karnataka, India

• Mastered complex SQL queries including joins, subqueries, CTEs, window functions, and data aggregation for real-world analytics use cases.
• Worked with relational databases (MySQL, PostgreSQL) to perform data extraction, transformation, and analysis for business intelligence reporting.
• Gained practical experience in NoSQL databases like MongoDB, designing schema-less data models and executing queries using Mongo shell and Python integration.

Power BI and Tableau Certificate

Learnbay Institute, Bangalore, Karnataka, India

• Designed interactive dashboards and reports in Power BI and Tableau to visualize KPIs, trends, and business metrics for data-driven decision-making.
• Connected to various data sources (Excel, SQL Server, Web) and performed data cleaning, transformation, and modeling using Power Query and DAX functions.
• Built drill-down charts, slicers, and performance indicators, enabling stakeholders to monitor operational efficiency and identify actionable insights.

Deep Learning and Natural Language Processing (NLP)

Learnbay Institute, Bangalore, Karnataka, India

• Built deep learning models using TensorFlow and Keras, including CNNs for image classification and RNNs/LSTMs for sequence modeling.
• Applied NLP techniques such as text preprocessing, tokenization, stemming, TF-IDF, and word embeddings (Word2Vec, GloVe) to extract insights from textual data.
• Developed sentiment analysis and text classification models, achieving high accuracy on real-world datasets using deep neural networks and fine-tuned embeddings.

Operation Head (Operation team)

11/2024 - Present

Dhanashree Enterprises (Service Sector), Nagpur, MH, India

• Oversee daily operations, optimizing workflows to enhance service efficiency by 15%, ensuring seamless execution across solar installations, electrical work, and RO system services.
• Led and trained operations teams, improving overall workforce productivity by 20%, ensuring timely project completion and high-quality service.
• Strengthened vendor relationships and optimized procurement processes, reducing material costs by 10% and ensuring faster availability of critical supplies.
• Enhanced customer service protocols, resulting in a 20% increase in positive feedback and client retention.
• Identify new market opportunities, develop operational strategies to scale services, and drive revenue growth.

Data Science Intern Certificate

04/2024 - 11/2024

Learnbay, Bangalore, karnataka, India

• Conducted exploratory data analysis (EDA) using Python and SQL to extract meaningful insights from large datasets. Developed dashboards in Power BI and Tableau, enabling stakeholders to make data-driven decisions.
• Worked extensively with SQL for data cleaning, querying, and managing relational databases.
• Designed and optimized machine learning models for customer segmentation, sales forecasting, and demand prediction using scikit-learn, XGBoost, and LightGBM. Achieved 20% improvement in forecast accuracy, helping refine business strategies.
• Worked closely with senior data scientists and cross-functional teams to understand project requirements and deliver data solutions. Presented findings and insights to senior data scientists through reports and presentations.

Data Analyst (Operation team)

07/2023 - 08/2024

Star Engineers India Pvt Ltd, Pune, MH, India

• Managed the collection and consolidation of manufacturing and performance data using Excel, ensuring accuracy and consistency across records.
• Standardized raw manufacturing and performance data, resolved discrepancies, and ensured high quality inputs for further analysis, reducing reporting errors by 15%.
• Conducted manual data analysis using Excel formulas, pivot tables, vlookup, index/match, and power query, enabling real time tracking of operational KPIs.
• Analyzed production and performance data to identify inefficiencies, leading to a 10% reduction in material waste and improved assembly line performance by 15% through process automation.
• Worked closely with cross-functional teams including production, quality assurance, and logistics to ensure seamless operations. Facilitated regular meetings to discuss operational challenges and solutions.

OQC Engineer

2021 - 2022

Samsung Service Center, Nagpur, MH, India

• Conducted quality control checks on outgoing products to ensure compliance with company standards.
• Documented and reported defects and worked with the production team to address issues.
• Developed and implemented quality assurance protocols to improve product reliability.
• Trained new employees on quality control processes and best practices.