Umakant Ram
@umakantram
Data Analyst at IZEON INNOVATIVE PVT LTD
Chennai, TN
Umakant Ram is a Data Analyst with experience in machine learning, deep learning, and time series analysis. He has a background in developing interactive dashboards, web scraping, and Natural Language Processing. Umakant holds a Bachelor of Technology in Mechanical Engineering from IIITDM Chennai and is proficient in Python, SQL, and various data science libraries.
Experience
Data Analyst
IZEON INNOVATIVE PVT LTD
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. Performed web scraping using Python, utilizing libraries such as requests and BeautifulSoup. Applied NLP expertise in word2vec, tokenization, stemming, lemmatization, and TF-IDF for feature extraction.
Intern
MSME PPDC AGRA
Proficient in conducting Exploratory Data Analysis (EDA) and implementing Feature Engineering techniques using Pandas, NumPy, and SciPy. Created data visualizations using Matplotlib, Seaborn, and Plotly. Demonstrated expertise in Machine Learning Regression Analysis using Scikit-learn. Developed a Streamlit-based chatbot application for PDF text extraction and question answering using PyPDF2, OpenAI, and FAISS.
Education
Indian Institute of Information Technology, Design and Manufacturing
Bachelor of Technology
Mechanical Engineering
Chennai, TN