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PoneeshKumar/README.md

Hi there I'm Poneesh Kumar ๐Ÿ‘‹

CFM (CS + Finance) @ University of Waterloo ยท Check Out My Website: https://poneesh-portfolio.vercel.app

Whether I'm managing risk for a $2M fund, automating creditrisk for fortune 500 companies or architecting AI-driven speech therapy platforms, I bridge the gap between high performance code and financial strategy. I don't just build apps; I engineer systems from low-latency data pipelines to automated portfolio monitoring that turn complex market signals into actionable intelligence.


๐Ÿ† career milestones

  • ๐Ÿข software engineer intern @ netnow financial Making AI agents to assist in credit risk analysis for 85,000+ customers including fortune 500 companies.
  • ๐Ÿข Machine Learning Engineer @ Wat Street (World Order Book Team) Making simulations of world financial markets to make trading strategies
  • ๐Ÿฅ‡ winner: 1st @ claude waterloo hackathon โ€” Engineered a top-tier solution utilizing Anthropic's Claude models to solve complex real-world challenges.
  • ๐Ÿ… winner: google build with ai โ€” Co-founded ArtiCue, an AI-powered speech therapy platform that earned mentorship from Google engineers.
  • ๐Ÿข software engineer @ marble investments โ€” Optimized data pipelines via multi-tier caching, reducing API latency by 30%.
  • ๐Ÿฅˆ portfolio advisor project: 2nd Overall Co-hort wide โ€” Engineered a systematic strategy that generated a 25% annualized return through automated data processing.
  • ๐Ÿ“ก data & research analyst @ nodal research โ€” Managing risk metrics and asset allocation for a $1.2M AUM fund using Python-based workflows.
  • ๐Ÿ›ก๏ธ certified security professional โ€” Completed Microsoft Security Essentials, specializing in Zero Trust and AI-powered protection.

๐Ÿ’ป technical toolbox

core programming

Python C C++ SQL JavaScript TypeScript R HTML5

frameworks, tools & data

FastAPI Flask React Next.js Node.js TailwindCSS NumPy Pandas Scikit-Learn PostgreSQL Firebase Git Azure


๐Ÿš€ leading projects & development

My work focuses on driving technical strategy and managing end-to-end execution:

  • ๐Ÿ— fintech leadership โ€” Architecting product roadmaps and security frameworks for B2C apps to ensure data integrity.
  • ๐Ÿค– intelligent systems โ€” Leading the development of AI platforms, integrating LLMs (Gemini/Claude) for real-time analysis and personalized feedback.
  • ๐Ÿ“ˆ investment engineering โ€” Building high-throughput market data engines and quantitative dashboards to automate portfolio monitoring.

๐Ÿค leadership & community impact

  • ๐Ÿฅ hamilton health sciences (hhsva) โ€” Coordinated donation drives raising $20,000+ in food and $8,000+ in funds for pediatric initiatives.
  • ๐Ÿซ university of waterloo clubs โ€” Managing M&A market research for UWFA; Financial Analyst at UW Wealth Management Association; Investment Analyst at UW Fintech Club.
  • ๐Ÿ‡ฎ๐Ÿ‡ณ hindi language mentor โ€” Drawing on my fluency in Hindi and Punjabi to support language learning and cultural engagement.

โšก beyond the terminal

competitive sports ยท fitness ยท exploring new tech ยท chess


๐Ÿ“ฌ let's connect

LinkedIn | GitHub | Email

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