Umakant Ram
Development
Tamil Nadu, India
Skills
Data Analysis
About
Umakant Ram's skills align with IT R&D Professionals (Information and Communication Technology). Umakant also has skills associated with Database Specialists (Information and Communication Technology). Umakant Ram appears to be an entry-level candidate, with 7 months of experience.
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Work Experience
IZEON INNOVATIVE PVT LTD
June 2023 - December 2023
- • Applied advanced data analysis techniques, specializing in time series analysis, to produce accurate 80% and reliable sales forecasts. • Developed and implemented interactive dashboards, providing real-time visualization of key performance indicators for streamlined monitoring and decision-making. • Optimized sales forecasting accuracy, enabling the business to make well-informed and strategic decisions. • web scraping using Python, utilizing libraries such as requests and BeautifulSoup to extract valuable data from websites. • Natural Language Processing (NLP) with expertise in word2vec for semantic embedding, advanced tokenization techniques, stemming and lemmatization for text normalization, and utilization of TF-IDF for feature extraction, contributing to enhanced text analysis and machine learning model performance.
Internship
MSME PPDC AGRA
July 2022 - August 2022
- Proficient in conducting Exploratory Data Analysis (EDA) and implementing Feature Engineering techniques using popular Python libraries such as Pandas, NumPy, and SciPy. • Experienced in creating compelling and informative data visualizations using Matplotlib, Seaborn, and Plotly to effectively communicate insights and trends. • Demonstrated expertise in Machine Learning Regression Analysis, employing libraries like Scikit-learn for model development, evaluation, and fine-tuning. • Proficient in implementing Decision Tree algorithms and Random Forest classifiers for predictive modeling, leveraging Scikit-learn's robust machine learning capabilities. • Skilled in utilizing a comprehensive set of Python tools for data analysis and machine learning, ensuring efficient and accurate results in various domains.
Education
Indian Institute of Information Technology
Bachelor of Technology in Mechanical Engineering
July 2019 - June 2023
