Disciplined finance thinking with practical AI fluency.
Reliable, detail-conscious, and focused on work that can be checked, explained, and used.
B.Com Accounting & Finance · BESC, Kolkata
Shaswata Saha
Finance Analysis · Market Interpretation · Applied AI
Shaswata Saha combines finance fundamentals, market awareness, and practical AI fluency to produce clear, verified, decision-ready analytical work. He applies structured research, careful market interpretation, and responsible AI workflows where they improve speed, clarity, and execution.
Finance Analysis
Market Interpretation
Applied AI Discipline
Current Focus
Shaswata is pursuing a B.Com in Accounting and Finance at The Bhawanipur Education Society College while building practical capability in accounting, taxation, reporting, market study, and AI-assisted analytical workflows.
About
A modern finance profile built for clear, verified analysis.
Shaswata approaches analytical work through finance fundamentals first: accounting logic, taxation awareness, market context, and structured research. He applies technology where it improves clarity, speed, or review quality, not as a substitute for careful thinking.
His market interpretation extends beyond earlier trading exposure into the Indian economy, bonds, mutual funds, and global developments relevant to India. That broader base helps him interpret financial information through context rather than price movement alone.
Accounting, taxation, and analytical rigor.
Applies core finance subjects, structured thinking, and consistent review to understand business and financial information.
Context-led market interpretation.
Connects Indian macro context, bonds, mutual funds, and cross-asset relationships to financial interpretation.
Useful only when verified.
Uses AI for research structure and workflow speed, then checks, refines, and reviews outputs manually.
Experience
Practical work across research, finance, and AI-supported workflows.
AI-supported analytical workflows
Applies Claude, ChatGPT, NotebookLM, Perplexity, and no-code tools to organize research, structure thinking, and improve workflow speed.
Finance analysis with market interpretation
Connects accounting, taxation, economic signals, and cross-asset awareness to support grounded financial thinking.
Dashboards and reporting
Builds Excel trackers and Power BI dashboards with attention to data structure, business meaning, and presentation clarity.
AI applied as a controlled business tool.
- Applies Claude, ChatGPT, NotebookLM, Perplexity, and no-code tools to structure research, organize thinking, and improve workflow speed.
- Accounts for prompt quality, hallucination risk, source verification, confidentiality limits, and human review before treating AI output as reliable.
- Builds starting structures for finance-related modelling from public data, then manually refines and validates the output for decision use.
Confidentiality-aware workflows
AI workflows are handled with professional discretion, privacy awareness, and clear limits around what should enter a workflow.
Source verification
Outputs remain starting points until they are checked, refined, and validated through human review.
Human-reviewed refinement
AI can accelerate structure and speed, while final review stays manual and decision-focused.
Finance capability built through accounting, taxation, markets, and research.
- Strongest current capabilities include accounting, taxation, Excel-based analysis, and research-led financial interpretation.
- Studies the Indian economy, bonds, global developments relevant to India, and cross-asset relationships.
- Earlier exposure to short-term index options now supports a broader focus on mutual funds, finance study, and long-term domain development.
Reporting assets built for interpretation.
- Built an Excel-based family portfolio tracker to organize holdings, monitor allocation, and support portfolio review.
- Created Power BI dashboards using sample datasets across mobility, food delivery, FMCG, and beverages.
- Developed practical understanding of data structure, KPI selection, reporting logic, business interpretation, and visual presentation.
Reliable creative support in institutional environments.
- EICASA, Aug 2024: supported creative and editorial contribution.
- Student National Conference 2025, EICASA of EIRC of ICAI, organised by BOS, May 2025: contributed promotional videos, console visuals, and supporting graphics.
- Demonstrated reliability, production discipline, and the ability to contribute inside structured professional settings.
Education and Credentials
The Bhawanipur Education Society College
Bachelor of Commerce (B.Com)
Major: Accounting and Finance
Expected Graduation: 2028
Advanced MS Excel
BESC Career Connect
Power BI
BESC Career Connect
Tally Essential Level 1
Tally Education
Tally Essential Level 2
Tally Education
Core Strengths
Capabilities Shaswata can apply now.
Finance Interpretation
Financial reasoning grounded in core subjects.
- Financial analysis
- Accounting
- Direct taxation
- Market research
- Economic interpretation
- Cross-asset awareness
Reporting Execution
Tools used to make information easier to review.
- Advanced MS Excel
- Power BI
- Tally
- Microsoft Office
- Business presentation
AI-Assisted Workflows
Technology applied with verification and restraint.
- AI-assisted research and workflow design
- Source verification and hallucination control
- Confidentiality-aware use of AI
- Human-reviewed output refinement
- Critical reasoning
- Structured communication
Learning Agility
Fast, disciplined learning for new work requirements.
- Adapts to new tools and workflows
- Builds working knowledge quickly
- Asks clearer questions through research
- Improves output through review and iteration
Contact
For focused conversations around finance, research, reporting, and AI-supported analytical work.
Email is the best route for direct opportunities. LinkedIn provides Shaswata's primary public professional profile.
