BUSINESS DEVELOPMENT · MARKET RESEARCH · AI EVALUATION

Turning insight
into opportunity.

I'm Abdur Rahman Siam — a business development and market research lead at Appalux Global IT & AArtic AI, with previous experience as a Senior Executive leading projects and teams at Softvence Agency. I connect commercial research, data quality and human-guided AI evaluation.

Explore my work Let’s connect
B2B researchLLM evaluationData quality
Research → insight
English + Bengali
SIAM · BUSINESS & AI
CAREER SNAPSHOTPROFILE
Business insight. AI quality.
B2B market researchAppalux Global IT & AArtic AI
AI project leadershipSoftvence Agency
Data & quality assurancePython · Excel · Power BI
Business development · AI evaluation · Data quality
BRAND EXPERIENCE
  • Adidas
  • Nike
  • Puma
  • Ipsos
  • Kantar
  • Microsoft
  • AWS
  • HP
  • ASUS
SELECTED WORK / PROJECT EXPLORER

Clear thinking.
Practical possibilities.

Explore global market research, complex project delivery, performance analysis and AI evaluation. Open a project to see the challenge, approach and contributions.

6 projects · Selected experience
01 / PROJECT EXPERIENCE

MARKET INTELLIGENCE

Global Market Intelligence

Connect international market trends, competitor positioning and B2B prospect research to commercial opportunities at Appalux Global IT and AArtic AI.

Global researchB2B opportunitiesGrowth strategy
02 / PROJECT EXPERIENCE

DELIVERY OPERATIONS

Complex Project Delivery

Coordinate demanding projects, assess job complexity, lead a delivery team and manage client communication as a Senior Executive at Softvence Agency.

Project managementTeam leadershipClient communication
03 / PROJECT EXPERIENCE

PERFORMANCE INSIGHTS

Team Performance Dashboard

Bring team performance into a dashboard to visualize output, analyze progress and support day-to-day project oversight at Softvence Agency.

Performance reportingDashboard oversightData analysis
04 / PROJECT EXPERIENCE

AI TRAINING & EVALUATION

LLM Response Evaluation

Rate and rank AI responses for accuracy, helpfulness, reasoning and safety, supported by rubric-based scoring and written justifications.

RLHF & SFTRubric-based scoringAI quality
05 / PROJECT EXPERIENCE

LANGUAGE QUALITY

Bengali Language Evaluation

Evaluate Bengali model outputs for grammar, fluency, factual accuracy and cultural appropriateness.

Bengali languageFact-checkingCultural context
06 / PROJECT EXPERIENCE

MULTIMODAL DATA QUALITY

Image Annotation & QA

Annotate images with bounding boxes, polygons and semantic masks, then audit labels against project guidelines.

CVATLabel StudioAnnotation QA
PROFESSIONAL EXPERIENCE

A journey through
insight and impact.

Explore the roles behind my work in business development, market research, AI evaluation and data quality.

Looking for analytical thinking with a commercial perspective?

Let’s connect
FROM RESEARCH TO RESULTS

A toolkit for insight.
Built for data quality.

A wider toolkit to explore across market research, data analysis and data annotation.

24 tools

Three connected disciplines.
Endless room to explore.

Market & research

Audience, trends & growth

  • Microsoft Excel
  • Power BI
  • Tableau
  • Google Analytics
  • Google Trends
  • Semrush
  • Similarweb
  • HubSpot
  • Salesforce
  • SurveyMonkey

Data & analysis

Explore, model & visualize

  • Python
  • pandas
  • NumPy
  • PostgreSQL / SQL
  • Jupyter
  • R
  • BigQuery
  • Apache Spark
  • Looker Studio
  • Google Sheets

Data annotation

Label, evaluate & assure quality

  • Label Studio
  • CVAT
  • Roboflow
  • Supervisely
Let’s connect ideas with opportunity
GOOD QUESTIONS

Before we
get started.

A closer look at my work, experience and how we can connect.

Have something else in mind?

What does Abdur Rahman Siam specialize in?

Abdur Rahman Siam specializes in business development, global market research, project leadership, data analysis, AI evaluation and data annotation. He is based in Dhaka, Bangladesh, and works remotely.

What is Siam’s current role at Appalux?

Siam is Business Development Lead & Market Research Head at Appalux Global IT and AArtic AI. He analyzes global markets, researches competitors and customer needs, qualifies B2B prospects, and helps shape outreach and go-to-market priorities.

How does Siam approach global market research?

He connects international market trends, competitor positioning and customer needs to commercial opportunities. His work includes identifying target industries, evaluating prospective B2B clients and using research findings to guide growth and outreach priorities.

What experience does Siam have managing complex projects?

As a Senior Executive at Softvence Agency from March 2025 to September 2026, Siam managed projects, led a team, handled complex work, analyzed job complexity, maintained a performance dashboard and communicated with clients.

Which tools and AI data tasks does Siam work with?

His professional toolkit includes Python, Advanced Excel, Power BI, CVAT and Label Studio. His experience includes performance reporting, LLM response evaluation, English and Bengali training-data review, image annotation, and annotation quality assurance. The project cards explain the scope of individual work.

Explore project details

How can I discuss a project or request a meeting?

Use the Contact page, choose Request a meeting in the portfolio assistant, or email siam.appalux@gmail.com. Share your project objective, preferred date and time, and timezone. Siam is based in Dhaka (GMT+6). Meeting requests are confirmed by email after he reviews them.

Start a conversation

Curious about the thinking behind the work?

Get to know Siam Start a conversation