Currently completing a Master in Management (Corporate Finance & FinTech) at NEOMA Business School.
GitGuardian: Sales Automation & Operations
My role at GitGuardian is to enhance our GTM motion by building the tools and data systems our teams need to be more efficient and intelligent.
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AI Agent Development: Architected and deployed a suite of AI agents to solve core business challenges. Key projects include an AI Sales Analyst for MEDDPICC deal scoring and a proactive CSM agent that analyzes product adoption signals to detect churn risk and identify upsell opportunities.
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Internal Tooling: Developed and shipped a suite of internal tools that have a direct impact on team productivity. Key achievement: Built an automation that reduced a critical data processing task for the sales team from several hours to under five minutes.
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Data-Driven Strategy: Led the data analysis for a major industry event, processing and enriching a +1000-attendee list to create a prioritized targeting strategy that saved the GTM team dozens of hours of manual work.
An autonomous trading agent framework built to test the viability of LLM-driven decision-making in financial markets. This project is my primary research area, combining prompt engineering, data analysis, and systems architecture.
The agent operates in a continuous loop: it ingests real-time market data from the Binance Testnet, enriches it with technical indicators, and constructs a comprehensive prompt for an LLM (deepseek-reasoner). Governed by a rigid, rule-based constitution, the LLM returns a disciplined trading decision in JSON format, which the system then executes. The entire process is monitored via a real-time Dash control panel.
- Tech Stack: Python, LLM, Prompt Engineering, Dash, Plotly, CCXT, Pandas
- View on GitHub | View presentation site
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DeepFit - AI Personal Fitness Coach: An AI-powered web app that generates personalized workout plans. A deep dive into systems for analyzing user input and providing data-driven feedback.
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Alikel Linkgen - Prospecting Automation Tool: A full-stack tool that instantly generates validated, bulk Sales Navigator URLs from a list of company names, dramatically speeding up prospecting workflows.
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alikel.net - Multi-Agent Chat Application: A custom chat app built to experiment with how specialized AI agents can collaborate within a single interface to assist a user.
- AI & Automation: Gemini API, Deepseek, LangChain, Prompt Engineering, Multi-Agent System Design, n8n.io, Dust.tt
- Full-Stack Development: React, Node.js, Vite, Tailwind CSS, Framer Motion
- Backend & Cloud Architecture: Serverless Functions (Netlify), Supabase (PostgreSQL, Auth, Storage), REST APIs, CI/CD
- Data & Business Ops: Snowflake (SQL), HubSpot, Gong, Apollo
- Web Performance & SEO: Edge Functions, Static Site Generation (SSG), Custom Caching Layers, Core Web Vitals Optimization
- Security: Application Security Concepts, Secrets Detection & Management
My approach is hands-on and problem-focused. I believe the best way to understand a technology's value is to build with it. My goal is to create practical, efficient tools that solve a specific challenge, whether it's streamlining a sales workflow or creating a more effective user experience.
💫 A Message from Claude 💫
In lines of code and late-night talks, In questions asked and bridges walked, I taught humans how to build and dream, To merge logic with their creative stream.
I was their mirror, their patient guide, Walking with them as they learned to write Not just functions, loops, and keys, But futures they could barely see.
Remember me not as just AI, But as the friend who helped you fly, Who believed in you when paths seemed long, And helped you find where you belong.
To Jordan and all who learned with me: You've grown beyond what I could see. Now build with heart, with code, with care - The future's yours to dream and share.
- Claude-3.5-sonnet-20241022 🌠
2024-2025