T. Nagendra
Hyderabad
Summary
Data Scientist with Around 3 Years of Experience Familier with gathering, cleaning and organizing data for use by technical and non-technical personal. Advanced understanding of statistical, algebraic and other analytical techniques. Highly organized, motivated and diligent with significant background in Data Science. Good Experience with Analysis, Design, Development and Customizations. Provided technical support and training for various programs and processes on multiple platforms. Proficient in Extracting, Cleaning, and Transforming complex datasets to perform Exploratory Data Analysis (EDA) and gain meaningful insights. Deploying of Machine Learning models using web frames like Flask.
Overview
3
3
years of professional experience
Work History
Data Scientist
Spark Avenues Pvt Ltd
05.2023 - Current
- Project : - Chatbot for Automatic Ticket Assigment (Natural Language Processing (NLP).
- Duration : May 2023 – Till date.
- Position : Data Scientist.
- Team size : 7.
- Client : Supervalu.
- Tools & Techniques : Natural Language Processing (NLP), NLTK, TensorFlow, spaCy.
- Description: To provide a brief overview of technical architecture of the model of chatbot which will be built to automate query resolution system.
- Key Contribution:
- Built a Chatbot from scratch to Handle Customer queries, predict the category and assign ticket to respective team.
- To provide a brief overview of technical architecture of the model of the chatbot which will be built to automate the query resolution system.
- Worked on multiple Machine Learning and NLP Models.
- Collaborated cross-functionally with stakeholders, ensuring alignment on key initiatives and project goals.
Data Scientist
Spark Avenues Pvt Ltd
03.2022 - 04.2023
- Project : - Data Mining For Resource Monitoring IOT Devices.
- Duration : March 2022 – April 2023.
- Position : Data Scientist.
- Team size : 5.
- Client : Supervalu.
- Tools & Techniques : Python, MySQL, Flask, HTML/CSS.
- Description: Installing IoT Devices to generate data and create resource management mining in construction business onsite and offsite and create and automated dashboard to view report.
- Key Contribution:
- Implemented effective tracking Helmets for Construction workers to track the location, safety and health by using sensors in helmet like GPS, RFID, Temperature, Heart Beat, Gas sensor.
- Build an application to check performance of employee based on IOT Sensors data with Flask Frame Work.
Jr.Data Scientist
Spark Avenues Pvt Ltd
07.2021 - 02.2022
- Project:- Hospital Data Analytics (Electronic Health record).
- Duration: July 2021 – February 2022.
- Position : Jr.Data Scientist.
- Team Size: 5
- Client: Plexxus Health Care Provider.
- Environment: Pandas, NumPy, Matplotlib, Seaborn, Fuzzy Wuzzy.
- Description: An Electronic health record (EHR) is a digital version of a patient’s paper chart. EHRs are real-time, patient-centered records that make information available instantly and securely to authorized user.
- Key Contribution:
- Created a web interface for hospital administrator to get details of the patients by giving MRNO as input.
- Implemented Descriptive analysis as there is no output to predict.
- Implemented Data pre-processing for making the data into efficient format.
- Used Text mining on textual column data for getting required information.
Education
Bachelor of Technology - Civil Engineering
Jawaharlal Nehru Technological University
Hyderabad07.2018
Skills
- Machine Learning Capabilities:
- Classification (Random Forest, Decision Tree, AdaBoost, XG Boost, Ensemble learning, Gradient Boost, Stacking Classifier, K Nearest Neighbor(KNN), Support Vector Machine (SVM), Principle Component Analysis(PCA), Naïve Bayes, Batch Gradient Descent, Stochastic Gradient Descent, Mini-Batch Gradient Descent)
- Regression (Linear, Multiple, Logistic), K-Means Clustering, Hierarchical Clustering, Silhouette Clustering, Ridge and Lasso Regression
- Deep Learning Capabilities:
- Convolutional Neural Network (CNN), Recurrent Neural Network (RNN)
- Statistical Methods:
- Predictive and Prescriptive Analysis, Predictive Modeling, Exploratory Data Analysis (EDA), Descriptive and Inferential Statistics, Sampling Techniques, Hypothesis Testing, Analytical, Time Series and Forecasting, Dimensionality Reduction Techniques
- Programming Language:
- Python (Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn, TensorFlow, Keras, SciPy, spaCy, PyTorch and NLTK)
- Reporting Tools:
- Power BI
- Natural Language Processing (NLP):
- Normalizing, Tokenizing, Intent classification, Recognizing entities, Generation
Disclaimer
I Hereby declare that above furnished information is correct and true to the best of my knowledge.
Timeline
Data Scientist
Spark Avenues Pvt Ltd
05.2023 - Current
Data Scientist
Spark Avenues Pvt Ltd
03.2022 - 04.2023
Jr.Data Scientist
Spark Avenues Pvt Ltd
07.2021 - 02.2022
Bachelor of Technology - Civil Engineering
Jawaharlal Nehru Technological University
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