Avik Thumati
Business Analyst
Greenville,SC
Summary
Entry-level Business Analyst with a B.S. in Computer Information Systems and hands-on experience in data analysis, SQL, and Python scripting. Skilled in dashboarding (Power BI, Tableau), requirements gathering, and time series forecasting using reservoir computing.
Overview
1
1
year of professional experience
3
3
years of post-secondary education
Work History
ML Engineer (Volunteer)
Chicago Club Management Company
Chicago, Illinois
02.2025 - Current
- Designed and implemented core modules for aqua_blue, a Python package for time series forecasting using reservoir computing (Echo State Networks).
- Built custom classes for reservoirs, readouts, and model training pipelines using dataclass, NumPy, and abstract base classes.
- Engineered a timezone-aware date-time array wrapper to handle localized timestamps in scientific data.
- Authored comprehensive, Google-style doc-strings and generated package documentation using pdoc.
- Automated testing with Pytest and resolved complex Git issues (e.g, fork sync, line-ending normalization, merge conflicts).
- Optimized modularity and readability of the code base for open-source collaboration.
Business Analyst
Ahtap Technologies
Cedar Park, Texas
04.2024 - Current
- Assisted in drafting business requirement documents (BRDs) and functional specifications for internal tools and client-facing applications.
- Conducted weekly data pulls using SQL to support performance reviews and operational reporting.
- Created and maintained Excel-based trackers for monitoring project progress, issue logs, and resource allocation.
- Coordinated with QA and DevOps teams to ensure deliverables met scope and quality standards.
- Took meeting minutes during sprint planning, backlog refinement, and client demo sessions.
- Maintained product documentation and updated Confluence pages with current process flows and data diagrams.
- Used Power BI to create simple visualizations and KPIs for internal team usage.
Education
Bachelor of Science - Computer Information Systems
Clemson University
Clemson, SC 08.2020 - 12.2023
Skills
Python
Java
Reservoir Computing
Echo State Networks
Sql
Power Bi
Agile
Six Sigma
Relational Databases
Excel
Timeline
ML Engineer (Volunteer)
Chicago Club Management Company
02.2025 - Current
Business Analyst
Ahtap Technologies
04.2024 - Current
Bachelor of Science - Computer Information Systems
Clemson University
08.2020 - 12.2023
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