Sanket Arun Kamath

General Information

• Roles: Senior Software Engineer
• Email: sanketkamath1996@gmail.com
• Phone: 9449063585

Work Projects

Business Mapping and Contextualization of Gaps

Utilized AI-powered tools to generate potential Key Performance Indicators (KPIs) and business problems related to industrial processes.

Contributions:

• Generate prompts to generate CSV formatted data for give industry and process.
• Handle token limit for the same and other issues for prompt output.
• Make notebook self-serviceable to reduce developer time.

Technologies Leveraged:

• OpenAI library to communicate with llama models.
• Pandas to parse the output.

• Postgres to store and retrieve data.

Digital Gap framework

Improved user experience by identifying gaps and suggesting solution for optimization of workflow.

Contributions:

• Design Frameworks as two-pass calculation approach:
  1. Python logic to generate evidence with task metrics.
  2. Utilized a configurable rule engine to evaluate task metrics meets conditions or mark gaps in the system.
• Implementation of rule engine and few evidences.
• Later Assist others to adopt framework for other type of gaps.

Technologies Leveraged:

• Pydantic to validate and parse rules.

• Airflow to scheduling workflow.
• Postgres to store and retrieve data.

Document Engine

Generate high level integration of click and keystroke events on excel to into meaningful actions like copy or format table.

Contributions:

• Design a two-step rule engine for grouping keystroke/click to meaningful action.
  1. first mark particular key stroke as components of action
  2. generate long string and match regex to find pattern of components which actually make action.
• Implement the rule engine.
• Provide rule like copy, format table etc.
• Later Assist others to adopt rule engine to evaluate action on other apps.
• It became core part of team responsible for action detection.

Technologies Leveraged:

• Pydantic to validate and parse rules.
• Pandas pd.eval to run complex operation of large dataset.
• Regex for combining

• Airflow to scheduling workflow.
• Postgres to store and retrieve data.

Kubernetes Integration for platform for automation and task mining

Successfully integrated automation and task mining platform with Kubernetes and Cloud Platforms.

Contributions:

• Dockerization of existing service (phase-1)
• Design and write platform agnostics libraries various backend.
• Write Helm charts for Kubernetes based installation.

Technologies Leveraged:

• Kubernetes, helm for orchestration and installation.
• Terraform for provisioning.
• Various services for backend:

Docs server setup

Create a service for documentation to be hosted on each deployment. Also deploy same documentation for marketing on existing word press server.

Contributions:

• Convert static documentation into php files to allow authenticated user of WordPress server to access it.
• Create service which serves static documentation behind ngnix in each deployment.
• Automate the process of updating and deploying services to allow self-service by the documentation team.
• Clean up duplicated static files reducing size by 50%.

Technologies Leveraged:

• Azure pipeline: To automate build of new service and deploying files to php server.
• WordPress: Integrating with documentation existing marketing pages.

Supply Chain Automation

Automated part of supply chain process for a pharmaceutical company.

Contributions:

• Design a framework to parse information from documents using two components:
  • Each parser had to function:
    • identify if it can parse given document.
    • parse the given document.
  • Orchestrator which registered and orchestrated parsing of formats.
• Implement parser to parse multiple formats of data.

Technologies Leveraged:

• Tessract OCR to extract data from searchable pdf.
• PyMuPdf to extra data from searchable pdf.
• Use pandas to extract data from excel.
• Django to server data for validation of extracted data.

Insurance Process Automation

Automated two business processes for an insurance company.

Contributions:

• Refactored existing code to use command pattern, increasing efficiency and reduced testing time.
• Automate complex web based process using selenium wrappers.
• Automate wc3270 terminal interaction by parsing screen.

Automation Framework Development

Established coding guidelines for automation projects.

Contributions:

• A template for automation system setup, utilizing static checkers to ensure code quality
• A dashboard for error analysis and retry automation processes from checkpoint.
• Wrapper libraries for handling secrets, databases, and logging

Business Transaction Reconciliation(Internship)

Reconciled complex business transactions for an e-commerce company over 6 months at Soroco.

Contributions:

• Reconciled transactions across multiple files, involving intricate business processes
• Successfully utilized Pandas to streamline reconciliation process
• Use pandas internal function for parsing html table which reduce deadline by month.

Technologies Leveraged:

• pandas for faster computation.

Education

Personal Project

Improving lsp support for vim-ale

• Add ALEGoToImplementation
• Add CodeAction codeActionLiteralSupport Feature

Todo.conky (src)

Todo Widget for Linux desktop widget written in Lua to view todo list.