KevinMagoma
Financial Advisor
Experience
0+
Years Experience
Finance, BD & analytics
$0M+
Pipeline Generated
Qualified across roles
$0M
Client Asset Growth
Across 50+ clients
0%
Reporting Time Cut
Via Python + SQL pipelines
I'm Magoma Charles Kevin, a finance and accounting professional with 4+ years of experience spanning financial advisory, business development, and real-estate consulting. My work has consistently centered on translating complex financial information into clear, defensible recommendations for high-net-worth clients.
At Equitable Advisors I exceeded performance benchmarks by 130%, and at PAC Consulting I hit 125% of business-development targets while building a $2.1M pipeline. Across roles I've generated $3.5M+ in qualified pipeline and guided $20M in client asset growth.
Beyond the numbers, the work that defines me is written communication, research, and critical evaluation — explaining investment risk, fact-checking market claims, and evaluating whether an argument actually holds up. That's exactly the rigor I bring to AI-training, evaluation, and domain-expert annotation work.
Quick Facts
Location
Houston, TX, United States
Education
BBA, Accounting & Finance
Focus
Finance · Real Estate · BD
Availability
Open to AI-training projects
Expertise Overview
Key competency areas mapped on a radar — the overlap finance and AI evaluation demand.
Currently Learning
Continuous domain development — AI-training projects value SMEs who keep their expertise current.
RLHF Methodology
Reinforcement Learning from Human Feedback — study of how human preferences shape model behavior.
AI Safety Evaluation
Red-teaming, bias evaluation, and adversarial prompt patterns for finance-domain LLMs.
Advanced Financial Modeling
Scenario analysis, Monte Carlo simulation, and stress-testing for portfolio risk.
Domain Annotation Best Practices
Schema design, inter-annotator agreement, and quality control for SME annotation work.
Currently Reading
Continuous learning · AI-training relevant
Thinking, Fast and Slow
Daniel Kahneman
Thinking, Fast and Slow
by Daniel Kahneman
The canonical text on cognitive biases and dual-process reasoning — directly applicable to RLHF evaluation work where the goal is to identify subtle reasoning errors.
Data & Reporting Analyst (Contract)
Independent / Freelance
Houston, TX (Remote)
- Build automated reporting pipelines in Python (pandas, openpyxl) and SQL that consolidate multi-source financial data into executive-ready dashboards, cutting manual reporting time by 60%.
- Author technical documentation, data dictionaries, and metric definitions for internal models — ensuring every assumption, edge case, and source is traceable, the same documentation rigor applied to high-quality domain annotation.
- Perform fact-checking and quality review on AI-generated financial content, flagging factual errors, hallucinated citations, and imprecise terminology (e.g. conflating "alpha" with "excess return") before publication.
- Translate ambiguous business questions into structured analytical tasks with clear acceptance criteria and reviewer-friendly documentation — the same skill that makes for reliable, auditable evaluation work.
Business & Real Estate Consultant
PAC Consulting
Houston, TX
- Achieved 125% of business development targets through strategic client acquisition and relationship management with high-net-worth prospects.
- Sourced 15+ qualified leads monthly through a consultative approach, converting them into long-term consulting partnerships.
- Collaborated with business partners to align client acquisition efforts, creating $2.1M in new business pipeline across real estate and consulting services.
- Overcame objections around investment risk and market volatility by providing data-driven insights and comprehensive market analysis.
Financial Advisor
Equitable Advisors
Houston, TX
- Exceeded performance benchmarks by 130% through persistent prospecting and relationship-building with high-net-worth decision-makers.
- Generated 12+ sales-qualified opportunities monthly by conducting in-depth financial assessments and identifying wealth-accumulation opportunities.
- Partnered with senior advisors to provide actionable insights on client interactions and market trends, driving portfolio growth and revenue expansion.
- Navigated complex financial objections and compliance requirements, maintaining consistent client acquisition and portfolio management across diverse investment strategies.
An advisory workflow in motion
A typical day of domain-expert work — the same structured analysis and written communication that AI training projects require.
Morning Market Review
Scan overnight market moves, review portfolio alerts, prepare briefing notes for client conversations.
Client Discovery Calls
Structured needs-assessment conversations — risk tolerance, liquidity needs, time horizon profiling.
Financial Modeling
Risk-adjusted return calculations, scenario analysis, and portfolio stress testing.
Business Development
Consultative lead qualification, outreach to qualified prospects, CRM pipeline updates.
Written Deliverables
Market memos, evaluation reports, investment summaries — the domain-expert writing AI training demands.
End-of-Day Reconciliation
Pipeline tracking, compliance documentation, next-day preparation.
Tools I work with every day
The sales-intelligence, CRM, and financial-research platforms behind the pipeline.
2025
Analysis
Automated Financial Reporting Pipeline
Built a Python (pandas, openpyxl) + SQL pipeline that consolidates 7 data sources into executive-ready dashboards, cutting manual reporting time by 60% and eliminating reconciliation errors. Fully documented with data dictionaries and metric definitions.
60%
Time saved
7
Data sources
0%
Error rate
2025
Analysis
AI-Content Fact-Check & Quality Review
Perform structured fact-checking and quality review on AI-generated financial content — flagging factual errors, hallucinated citations, and imprecise terminology (e.g. conflating "alpha" with "excess return") before publication. Reviewer-friendly documentation on every flagged item.
200+
Items reviewed
6
Error types
98%
Precision
2025
Finance
HNW Real-Estate Portfolio Advisory
Modeled risk-adjusted returns across three property classes for a hesitant high-net-worth prospect, presenting data-driven scenarios that quantified exposure against upside.
$2.1M
Pipeline seeded
3
Classes modeled
3 wks
Engagement
2023
Advisory
Wealth-Accumulation Strategy Redesign
Built a structured financial-assessment template covering goals, risk tolerance, liquidity, and time horizon for a book of 50+ clients with stagnant portfolios.
130%
Benchmark
12+
SQLs / month
50+
Clients
2024
Business Development
Consultative Lead-Generation Engine
Sourced 15+ qualified leads monthly through a consultative approach, converting prospects into long-term consulting partnerships across real estate and professional services.
125%
Target attainment
15+
Leads / month
$2.1M
New pipeline
2024
Analysis
Market-Volatility Risk Assessment Framework
A structured evaluation of risk-adjusted returns across asset classes during a volatile quarter — the same kind of fact-checked, data-backed analysis AI-training projects need.
6
Asset classes
3
Scenarios
1pg
Memo length
2022
Advisory
Financial Advisor Onboarding Curriculum
Developed a 60-day onboarding curriculum for new advisors that standardized discovery calls, compliance walkthroughs, and CRM hygiene — earning the Fast Start Award.
8+
Onboarded
-32%
Time-to-first-deal
2022
Award
2025
Analysis
Domain-Expert Writing Sample Pack
Authored a portfolio of finance-domain writing samples — risk assessments, market memos, and evaluation write-ups — positioned for AI-training RLHF and annotation work.
4
Samples
3
Domains
450w
Avg length
Project details are representative of past engagements. Detailed case studies available in the Case Studies section above.
Domain Expertise
Core finance & accounting knowledge
Sales & Business Development
Pipeline-building & client acquisition
Tools & Technology
Sales intelligence & productivity
Technical & Data
Analytics, code & technical writing
Analytical & Communication
The skills AI-training projects demand
Education
BBA in Accounting and Finance
State University of New York at Old Westbury
Old Westbury, NY
Bachelor of Business Administration with a concentration in Accounting and Finance — foundational expertise in financial reporting, corporate finance, investment analysis, and accounting principles.
Certifications & Continuing Education
- Google Data Analytics Professional Certificate2025Google / Coursera · ID: GDA-2025-KMSQL · R · Tableau · Data Cleaning · Data Visualization
- Python for Finance Specialization2025Coursera · ID: PYF-SPEC-2025pandas · NumPy · Financial Modeling · Time Series
- Machine Learning Specialization2024DeepLearning.AI / Coursera · ID: MLS-2024-KMSupervised Learning · Neural Networks · Model Evaluation
- Prompt Engineering for LLMs2024DeepLearning.AI · ID: PE-LLM-2024Prompt Design · RLHF · LLM Evaluation
Life Leaders Award
2023Equitable Advisors
Ranked in the top tier of financial advisors for outstanding client acquisition and portfolio performance.
Fast Start Award
2022Equitable Advisors
Recognized among top representatives in the new hiring class for exceptional business performance within the first 60 days (20k credits).
Impact, in numbers
The outcomes that best summarize the value I deliver.
$3.5M+
Pipeline Generation
Generated over $3.5M in qualified pipeline across multiple roles through strategic prospecting and lead qualification, consistently sourcing 12–15 sales-qualified leads per week via targeted outreach and consultative selling.
$20M
Client Portfolio Growth
Guided 50+ clients in strategic business growth and real estate investments, collectively boosting their asset value by $20M while maintaining relationships with 100+ high-net-worth clients.
What collaborators say
Representative endorsements from the finance and business-development context.
“Kevin has a rare ability to translate dense financial information into clear, defensible recommendations. His prospecting discipline and consultative approach drove consistent pipeline growth across our team.”
Senior Advisor
Wealth Management
“He turned objection-handling into a science. Data-driven insights, market analysis, and follow-through — clients trusted him because the reasoning always held up.”
Business Partner
Real Estate Consulting
“What stands out is the written communication. Whether explaining risk to a client or documenting a strategy, the work was always precise, accurate, and easy to defend.”
Colleague
Financial Advisory
“Kevin has a rare ability to translate dense financial information into clear, defensible recommendations. His prospecting discipline and consultative approach drove consistent pipeline growth across our team.”
Senior Advisor
Wealth Management
Working with me
Common questions AI-training recruiters and project leads ask — answered up front.
Send a message
Have a project, question, or opportunity? Drop me a line.