SAI MANISH
Student
Denver,Colorado
Summary
Versatile developer with more than a year of experience with new technologies and software engineering to increase development productivity. Carrying out in-depth consumer and market research to inform the development of application features. Acquiring and using new, difficult technological concepts quickly.
Overview
6
6
years of post-secondary education
2
2
Certificates
Work History
Application Development Associate
Accenture
7 2021 - 7 2022
- Oversaw the extraction, transformation, and loading of data from a variety of sources with ease by employing Informatica Power Center to lead ETL procedures.
- Strictly enforced data quality checks to ensure accuracy and consistency during the ETL process.
- Improved query performance and end-user data access in Snowflake data warehousing.
- Better data processes and architecture that allow for efficient and scalable data processing.
- ETL procedures were tracked and troubleshooted to reduce downtime, address problems quickly, and preserve data flow integrity.
- Developed and kept up-to-date comprehensive documentation for data warehousing and ETL processes, supporting knowledge transfer and team onboarding.
Software Engineering Intern
SmartBridge Services Pvt. Ltd
04.2020 - 05.2020
- To estimate the energy production from wind turbines, prediction models were created using Python machine learning techniques (Linear Regression, Random Forest).
- Enhanced prediction accuracy by leveraging Python modules like NumPy, Pandas, and Scikit-Learn for careful feature selection, data preparation, and model assessment.
- Using Python for data visualization and analysis, I examined the failure rates and downtime of wind turbine components to develop trustworthy failure prediction models.
- Managed non-uniform data and constrained failure studies, addressing basic issues in wind turbine failure research with sophisticated Python data processing tools.
Education
Master of Science (MS) - Management Information Systems
University of Colorado
Denver, CO 08.2022 - 05.2024
Bachelor of Technology (B.Tech) - Computer Engineering
Gitam(Deemed To Be University)
Visakhapatnam, AP 06.2017 - 05.2021
Skills
Languages: C, C, HTML/CSS, SQL, PLSQL, Python, JavaScript, R, Scala
Tools: Oracle Enterprise Data Quality, ETL, Oracle Cloud Applications, Anaconda, Jupyter, MS Excel Power-user, Microsoft SQL Server Management Studio, Oracle SQL Developer, Adobe, ReactJS, Vuejs, Bootstrap, NodeJS, MySQL, WordPress, Git & GitHub, VS Code, Unity, Figma, Snowflake, Tableau, Matplotlib, Seaborn, ggplot2
Machine Learning & Data Analysis: Linear Regression, Random Forest, Classification, Regression Tree, XGBoost, Neural Networks, Clustering algorithms, Natural Language Processing, Time-series Forecasting, A/B testing, Match Pairing
Big Data & Cloud: PySpark, Databricks, Cloud Infrastructure, Object Storage, Distributed Computing
Certification
Accenture North America Data Analytics and Visualization Job Simulation on Forage - May 2024
Timeline
Cognizant Artificial Intelligence Job Simulation on Forage - June 2024
06-2024
Accenture North America Data Analytics and Visualization Job Simulation on Forage - May 2024
05-2024
Master of Science (MS) - Management Information Systems
University of Colorado
08.2022 - 05.2024
Software Engineering Intern
SmartBridge Services Pvt. Ltd
04.2020 - 05.2020
Bachelor of Technology (B.Tech) - Computer Engineering
Gitam(Deemed To Be University)
06.2017 - 05.2021
Application Development Associate
Accenture
7 2021 - 7 2022
Projects
Accenture North America Data Analytics and Visualization Job Simulation on Forage-May 2024
- Completed a simulation focused on advising a hypothetical social media client as a Data Analyst at Accenture.
- Cleaned, modelled and analyzed 7 datasets to uncover insights into content trends to inform strategic decisions.
- Prepared a PowerPoint deck and video presentation to communicate key insights for the client and internal stakeholders.
HR Analytics and Strategic Insights for Business Leadership- Academic Project (Master's)
- To give company leadership useful insights on employee statistics, I examined a variety of HR datasets from AI HR and Kaggle, including Promotion data.csv, Retrenchment data.csv, and HR Analytics Data.csv.
- Analysis of NYC Property Sales Using Kaggle Dataset (Master's), Utilized the NYC Property Sales dataset from Kaggle to analyze real estate trends, pricing dynamics, and market conditions across various boroughs and neighborhoods.
- Online Food Delivery System (Bachelor's), Designed and developed an online Food Delivery application allowing users to browse, search, and purchase Food Items. Implemented user authentication, Food Menu, and payment gateway integration. Successfully deployed the application, enhancing user experience and increasing sales by 10%.
- Attendance System using Face Recognition (Bachelor's), Developing an automatic attendance management system using Machine Learning, Python, NumPy, Pandas and face recognition modules to detect the face of the students.
- Our system's algorithm uses a convolutional neural network to classify persons according to their faces and store the dataset by extracting the features in the image with help of different max pooling layers.
- By incorporating this the system can identify the faces of persons in front of the webcam and mark their attendance. We then use the open-cv and the face recognition modules in python to recognize people's faces.
Projects
Cognizant Artificial Intelligence Job Simulation on Forage - June 2024
- Completed a job simulation focused on AI for Cognizant’s Data Science team.
- Conducted exploratory data analysis using Python and Google Colab for one of Cognizant’s technology-led clients, Gala Groceries.
- Prepare a Python module that contains code to train a model and output the performance metrics for the Machine Learning engineering team.
- Communicated findings and analysis in the form of a PowerPoint slide to present the results back to the business.
Accenture North America Data Analytics and Visualization Job Simulation on Forage-May 2024
- Completed a simulation focused on advising a hypothetical social media client as a Data Analyst at Accenture.
- Cleaned, modelled and analyzed 7 datasets to uncover insights into content trends to inform strategic decisions.
- Prepared a PowerPoint deck and video presentation to communicate key insights for the client and internal stakeholders.
HR Analytics and Strategic Insights for Business Leadership- Academic Project (Master's)
- Examined and analyzed HR datasets (Promotion data.csv, Retrenchment data.csv, and HR Analytics Data.csv) from AI HR and Kaggle to offer insightful employee statistics to corporate leadership.
- For a master's research, I used the NYC Property Sales dataset from Kaggle to study pricing dynamics, market conditions, and real estate trends in different boroughs and areas.
- During a bachelor's program, I developed and implemented two major projects: an automated attendance system that used facial recognition and machine learning (Python, NumPy, Pandas, convolutional neural networks, and OpenCV) for precise student attendance tracking, and an online meal delivery system with an integrated payment gateway, food menu, and user authentication that increased revenues by 10%.