Research Analyst · Project Finance · AI Data Specialist · Finance & Data Professional

Aditya
Pandey

Transforming complex datasets into actionable insights. Specialized in quantitative research, equity and financial analysis, project finance, data annotation, and model evaluation.

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5+
Roles
2+
Years Exp.
KTM
Nepal
Background

About Me

I'm a Finance and Research Professional with experience in company and market analysis, project finance, investment research, quantitative research, model evaluation, and consumer behavior insights.

I hold a Bachelor of Business Administration (Finance) from Kathmandu University School of Management, completed the Applied Data Science Lab at WorldQuant University (Oct 2025 – Mar 2026), and am a CFA Level I candidate (exam Feb 2027).

With hands-on experience spanning equity research, project finance, AI model training, data annotation, and survey programming, I specialize in transforming complex datasets into actionable insights that drive strategic decision-making.

Contact

LocationKathmandu, Nepal
Emailmail2adityapandey@gmail.com
Phone+977-9848568880 / +977-9810047320
LinkedInadityapandey2003
Websiteadityapandey.info.np

Data Analysis

Python (Pandas, yfinance, Matplotlib, Jupyter), R, SPSS, Excel (Power Query, Pivot Tables, XLOOKUP), PostgreSQL

Visualization

Power BI, Interactive Dashboards, Data Reporting, KPI Tracking

Equity & Financial Analysis

Company Research, Financial Statement Analysis, Peer/Comparable Research, Market & Sector Analysis, Investment Research, Variance Analysis

Project Finance

Budgeting, Cost & Payment Tracking, Cash-Flow Monitoring, NFRS-aligned Reporting, Tenders & Bids

Research & AI

Quantitative Research, Model Evaluation, Data Annotation, Survey Programming, Disclosure Review, Written Investment Commentary

Tools

Google Analytics, Google Forms, Qualtrics, Consumer Behavior Analysis

Career

Professional Experience

A growing track record across project finance, equity research, AI data work, and investment operations — from cash-flow monitoring to multimodal model training.

2+
Years of Experience
Project Finance Officer
NPS Construction Pvt. Ltd.
Dec 2025 – Aug 2026 9 months
Project Finance Excel Variance Analysis NFRS
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  • Tracked project costs, payments, and financial records; investigated discrepancies and supported accurate project-level reporting and cash-flow visibility in line with NFRS
  • Built and maintained Excel-based budget, variance, and cash-flow monitoring workflows; consolidated inputs from project, procurement, and administrative teams for management reporting
  • Prepared and reviewed commercial and project documentation including tenders and bids, maintaining consistent financial records and auditable supporting documentation
AI Data Specialist
RWS Global (contracted to MANGO) · Remote
Oct 2025 – Feb 2026 5 months
Model Evaluation Data Annotation Multimodal AI Quality Auditing
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  • Contributed to Project Diamond, Jet, and Echo across multimodal pipelines
  • Trained and evaluated vision and text models using structured annotation workflows
  • Executed large-scale labeling, validation, and edge-case handling to improve model reliability
  • Worked within in-house tooling for annotation and content classification
  • Audited annotated outputs to assess variance and quality of work
  • Applied systematic quality-control and data-validation processes across web, text, image, and video tasks; documented errors and defensible judgments
Research Analyst
Source Code Fintech
Mar 2025 – Oct 2025 8 months
Python Excel Quantitative Research Financial Analysis NEPSE Screener
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  • Delivered quantitative research to inform investment and market strategy
  • Analyzed financial and behavioral datasets using Python and Excel
  • Analyzed quarterly reports, disclosures, and external sources to write newsletters and prepare financial content
  • Co-built an algo-based NEPSE stock screener evaluating fundamentals and technicals across listed securities
  • Standardized and transformed raw datasets for statistical use
  • Produced insight-driven reports used in decision workflows
  • Worked on feature development through competitor analysis and assessment of supplementary products, assisting cross-functional teams
Loan Processing & Investment Assistant
Citizen Investment Trust
Oct 2024 – Mar 2025 6 months
Loan Processing Data Integrity Documentation Reconciliation
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  • Processed loan applications and enforced documentation accuracy
  • Maintained data integrity across internal records and client files
  • Supported institutional investment research, reconciliation, and financial record maintenance; reviewed customer, loan, and investment documentation for completeness and accuracy
  • Assisted with Excel-based statements, deposit documentation, and collection of financial information from bank disclosures for investment analysis
Investment & IT Support Intern
Citizen Investment Trust
Aug 2024 – Oct 2024 3 months
Dashboards Reporting Investment Products
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  • Tracked investment product performance and built internal dashboards
  • Assisted in reporting and presentations with senior investment staff
Work

Projects & Leadership

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Equity Research · Finance
Fusemachines (FUSE) Equity Research Report

Independent company research report covering business model, industry context, financial performance, key operating drivers, risks, and investment considerations.

✦
Automation · NEPSE
NEPSE IPO Bot

Discord-based one-click IPO application tool that applies across multiple accounts at once.

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Python · Screening
NEPSE Stock Screener

Co-built an algo-based screener that evaluates fundamentals and technicals across listed NEPSE securities.

Rashifal Bot
Automation · Social Media
Rashifal Bot

An automated Twitter bot that posts daily horoscopes and astrological predictions in Nepali, engaging thousands of followers with personalized zodiac insights.

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Team Explore Idea
Leadership · Analytics
Team Explore Idea — Executive Member

Organized remote national competitions and led analytics and reporting initiatives to measure program impact and engagement.

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✦
Finance · Field Research
Project Sahayatri — Sponsorship Lead & Trainer

Delivered financial literacy programs and led digital payments surveys in rural schools. Designed and executed pre/post analysis to measure learning impact.

✦
Community · Service
Leadership & Additional Roles

Class Representative (2 years), Joint Secretary of Student Welfare Council, Content Writer for Finance Club, and Photographer at Falling Walls Lab Nepal.

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Curriculum Vitae

Download my complete CV for a full overview of my professional experience, education, certifications, and achievements in finance, research, and data analysis.

Download CV (PDF)
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Education

BBA Finance at KUSoM · Applied Data Science Lab at WorldQuant University · CFA Level I candidate (exam Feb 2027) · +2 Management at GCM

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Technical Stack

Python (Pandas, yfinance, Matplotlib), R, SPSS, SQL (PostgreSQL), Power BI, Excel, Qualtrics, Google Analytics, Model Evaluation & Annotation

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Experience

Project Finance Officer · AI Data Specialist · Research Analyst · Investment & Loan Assistant — 2+ years across finance, data, and AI

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Get In Touch

Whether you're looking to collaborate on a research project, discuss data strategy, or just connect — my inbox is open.

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