Business Analyst

Turning Data & User Insights into Better Solutions

Business Analyst with 2 years of experience in SaaS, working across Product, Engineering and Business teams to gather requirements, analyze data and drive solutions that improve user experience and business outcomes.

View My Projects
Portrait of Jawhor Ali Khan
BCA Graduate (2023)Maulana Abul Kalam Azad University of Technology
2+ YearsSaaS Experience
2+ yearsSaaS experience at Vyapar across Product, Engineering and Business teams
96,470E-commerce orders analysed in SQL and Power BI
$14.5MAnnual fraud exposure scoped in the OmniPoints case study
8%Fewer post-release defects through UAT support
About me

Analytical Mindset.
Problem Solving Focus.

I'm a Business Analyst with hands-on experience in requirement analysis and documentation for a SaaS product engineering environment — BRDs, FRDs, user stories, acceptance criteria, use cases and process flows. I work directly with client and internal stakeholders from elicitation and scoping through sprint delivery and UAT, with working knowledge of APIs, SQL and system workflows.

Requirement Analysis

Gathering, documenting and prioritizing user and business needs.

Process Improvement

Mapping workflows and identifying areas for optimization.

Data Analysis

SQL, Excel and Power BI to find insights and support decisions.

Cross-Functional Collaboration

Working with product, engineering, QA and stakeholders.

“Better questions lead to better products.”
How I work

From business need to validated delivery

My BA lifecycle — collaborative, iterative and traceable.

01

Discover

Understand the problem, goals, stakeholders and value.

02

Define

Elicit, document and prioritize requirements (BRD / FRD).

03

Analyze

Map As-Is and To-Be flows, gaps, rules and dependencies.

04

Specify

User stories, use cases and measurable acceptance criteria.

05

Build

Sprint delivery with engineers; manage change in Jira.

06

Validate

UAT, test scenarios and defect triage with QA.

07

Deliver

Release readiness, feedback and iteration.

BA FOCUS

Traceability

Stakeholder alignment, risk & dependency visibility, business value.

Skills

Core competencies

Grouped by what I use them for.

Requirements & Documentation

BRDFRDUser StoriesAcceptance CriteriaUse CasesProcess FlowsRTM

Methodologies

Agile / ScrumWaterfallSDLCBacklog GroomingSprint Planning

Collaboration

Client DiscussionsPM CoordinationDeveloper CoordinationQA Coordination

UI/UX & Modelling

WireframingPrototypingUMLUse Case DiagramsActivity DiagramsState Diagrams

Testing & QA Support

Test Case DesignManual TestingDefect LoggingUAT

Tools & Technical

JiraExcelSQLPower BIVisioConfluenceMiroFigmaAPIsRBAC
My projects

Real-World Problems. Structured Solutions.

Each project shows the problem, my approach and the outcome.

LOAN-001 · Banking

Digital Loan Application & Approval

BA Case Study

Digital Loan Application & Approval System — Requirements Analysis, Process Redesign & Traceability

End-to-end business analysis for a bank's personal-loan journey: stakeholder interviews, as-is vs to-be process and gap analysis, business rules, BRD / FRD, Agile user stories with acceptance criteria and a requirements traceability matrix, plus a 5-lane BPMN swimlane model — replacing manual, fragmented loan processing with a transparent, auditable digital workflow.

27Business Requirements
10Business Rules
5Stakeholder Interviews
30%Target TAT Reduction
BRD / FRDBPMN SwimlaneUser Stories & RTMStakeholder Analysis

BPMN process model · click to enlarge

Project documents · click to read

ANL-001 · Power BI

Delivery Performance Analytics

BA Project

E-Commerce Delivery Performance & Customer Experience Analytics

End-to-end analytics for 96,470 completed orders: PostgreSQL transformations, star-schema modeling, root-cause SQL analysis and a 3-page Power BI executive dashboard to find SLA bottlenecks, seller delays, regional disparities and rating impact.

96,470Total Orders
8.11%Late Delivery
12.09 DaysAvg Delivery
4.16 / 5Avg Rating
SQL / PostgreSQLPower BIData ModelingLogistics Ops

3-page Power BI dashboard · click to enlarge

OMNI-001 · Case Study

Fraud Mitigation & Ledger Sync

BA Case Study

OmniRetail Loyalty Rewards Fraud Prevention & Real-Time Ledger Transformation

Designed a unified real-time, event-driven ledger to eliminate double-spend fraud in a loyalty program — syncing points across in-store and online in under 1.5 seconds and proactively flagging suspicious activity (As-Is → To-Be blueprint, FR/NFR, CBA).

$14.5MAnnual Loss
45Manual Analysts
3–5 DaysTo Catch Fraud
18%VIP Churn
BRD / FRDCBAProcess FlowUser Stories

Project documents · click to read

Experience

Where I've worked

Impact first, responsibilities second.

Analyst — VYP-BA

Vyapar · SaaS Business Management Platform · June 2024 – August 2026 · India

  • Led discovery with clients and stakeholders; converted outcomes into user stories and acceptance criteria in Jira — reduced requirement rework by 10%.
  • Owned documentation quality across releases and mapped workflows into process flows — closed 5+ requirement gaps per quarter.
  • Built weekly Excel reports (Pivot Tables, Data Validation) — cut manual reporting by 3 hrs/week.
  • Coordinated PMs and engineers across 3 concurrent modules per sprint; groomed the backlog and resolved ambiguity.
  • Supported UAT for 10–12 features per release — helped reduce post-release defects by 8%.
  • Tracked deliverables in Jira and Google Sheets and shared status in weekly syncs.
JiraExcelUATStakeholder Mgmt
Education

Academic foundation

Computer applications fundamentals behind my analysis work.

Bachelor's Degree

Bachelor of Computer Applications (BCA)

Maulana Abul Kalam Azad University of Technology

West Bengal, India · Graduated 2023

Programming FundamentalsDatabases & SQLSoftware EngineeringSystems Analysis
7.71CGPA / 10
2023Graduation Year
BCADegree
Contact

Let's build something useful together

Open to Business Analyst roles — available immediately.