Chandan Kumar K
Bangalore
Summary
Seeking a vibrant role within an organization positioned to offer diverse opportunities for professional growth and skill enhancement, aligning with organizational objectives. Eager to contribute expertise and enthusiasm to collaborative projects while continuously pursuing excellence and personal development.
Overview
1
1
year of professional experience
4
4
years of post-secondary education
4
4
Certifications
Work History
Technical Assistance
Bosch India
02.2023 - Current
- Supported as a Developer, contributing to the development and execution of strategic initiatives
- Designed independent reusable project modules using UiPath, Python (AI & ML) which includes key components such as read and extract dynamic text, classify the document, extract process metrics
- Developed and implemented a document classification ML model using Python SVM model
- Automated simple and repetitive tasks using Python and integrated with UiPath which increased the project's performance and reduced the error rate exceptionally
- Supported as a team member in implementing the GenAI model in extracting the handwritten / unstructured data from PDF and image files
- Created an AI based Power-BI dashboard to visualize key performance metrics and enhance decision-making processes
- Created and maintained documentations meticulously in each phase
- Utilized Adobe Photoshop to create visually engaging graphics and illustrations for project presentations and documentation
- Monitored production live projects extensively
- Gained hands-on experience in Agile project management methodologies, actively participating in sprint planning, daily stand-ups, and sprint reviews
- Recognized for contributions to Agile project management and awarded as Silver Star Agile Master.
Education
Bachelor of Engineering - Mechanical Engineering
Bangalore Institute of Technology
Bangalore 07.2018 - 07.2022
Skills
Programming Languages: Python (AI & ML), Java, C
ML Frameworks: PyTorch, Scikit-learn, TensorFlow
Robotic Process Automation (RPA): UiPath (Intermediate level)
Database Management: SQL, MS SQL Server, MySQL
Data Analysis and Visualization: Power BI
Software Tools: UiPath studio, Visual Studio Code
Certification
Java and SQL Training - JSpiders Institute
Projects
Image Detection and Classification (Python - AI & ML)
- Developed a project to read, detect and classify image files using Python AI and ML models.
- Applied pre-processing techniques such as feature extraction, handling data imbalance, Pixel Brightness Transformation (PBT), Noise reduction.
- Validated the input data using various visualization techniques using NumPy, matplotlib.
- Created and trained ML model to detect and classify an image.
- Applied Post processing techniques by fine tuning hyper parameters and improved the accuracy
Entity extraction from PDF Document (Python - AI & ML)
- Developed a Python-based application to extract key values from the PDF file into predefined categories.
- Applied pre-processing techniques such as Text Standardization, Contraction handling, Tokenization, Text normalization.
- Implemented a ML model using GPT-3 with prompt engineering.
- Improved efficiency and accuracy by fine tuning each prompt using prompt engineering.
- Applied Text formatting and structuring methods to improve the accuracy of the Model.
Automate Customer Complaints / Feedbacks Registration (Python)
- Developed a Python based application to automate the process of handling customer complaints and feedbacks.
- Automated registers the customer complaints / feedback in a web-based application by creating a new task, assigning to different streams based on the complaint type and sending notifications to the assigned stream.
- Implemented the solution using different Python libraries and frameworks such as Pywinauto, Pyautogui and NumPy.
Comprehensive UiPath RPA Automation for Excel and Web Data Integration
- Developed a complete UiPath RPA robot for automating Excel sheet operations, web scraping, and data extraction.
- Implemented web interaction functionalities, including opening web pages, conducting searches, and scraping data using the Table Extraction Wizard.
- Integrated Excel manipulation capabilities using Excel Process Scope and Read Range activities for reading data from Excel sheets.
- Employed techniques such as dynamic file naming with DateTime to prevent file overwriting and enhance automation efficiency.
- Utilized Regular Expressions (RegEx) for structured data extraction, improving accuracy in data retrieval processes.
- Configured the project for deployment in UiPath Orchestrator as an Unattended Robot, enabling centralized management of automations.
Timeline
Technical Assistance
Bosch India
02.2023 - Current
Bachelor of Engineering - Mechanical Engineering
Bangalore Institute of Technology
07.2018 - 07.2022
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