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vikramlingam/README.md

Hi, I'm Vikram 👋

I'm a Data Scientist with a passion for building custom AI solutions at the intersection of technology and finance. I create my own tools and write about my journey in AI, ML, and finance.

💻 What I Work On

  • 🤖 AI Agents: Researching and building autonomous AI agents capable of self-monetization.
  • 🧠 LLM Fine-Tuning: Training and fine-tuning small language models (like Microsoft's Phi-series) for specific tasks in finance, accounting, and tax.
  • 🛠️ Custom AI Tools: Building open-source, AI-powered applications from scratch, such as custom web browsers and personal search engines.
  • ✍️ Content Creation: Writing articles and creating videos about AI, Machine Learning, and FinTech for my Medium and YouTube channels.
  • 📊 Financial Automation: Applying machine learning to automate complex financial processes.
  • 💡 AI-Product Prototyping: Exploring and building new AI-driven business ideas, like my concept for a WhatsApp-based audio news summary service and on-device TTS model that can clone any voice.

🛠️ My Tech Stack & Interests

  • Languages: Python, SQL
  • Libraries & Models: CatBoost, Scikit-learn, Pandas, Numpy, Transformers, PyTorch, OpenCV, Manim
  • Interests: Generative AI, LLMs, FinTech, TTS, AI-powered applications

🏆 My Projects & Achievements

  • [Moolya Veda] (https://moolyaveda.in/): A financial analysis application I built.
  • Shinkansen Hackathon Winner: My team (with Arun & Karthik) won the Shinkansen travel experience hackathon (Sept 2025).

🌎 Find Me Around the Web

📰 My Latest Blog Posts

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  1. Market-Rhythm-Analysis Market-Rhythm-Analysis Public

    The Market Rhythm Model is an advanced predictive tool for financial market analysis, aimed at detecting rhythmic patterns and market trends based on stock price and volume data. This model leverag…

    Python 6

  2. Machine-Learning-Concepts Machine-Learning-Concepts Public

    This repo is my attempt to turn all the major ML concepts into clean visualizations. Instead of long theory notes, every topic has a plot or interactive example so the idea sticks faster. The noteb…

    Jupyter Notebook 2

  3. Lux-Pillar-2-RAG-Agent Lux-Pillar-2-RAG-Agent Public

    This tool is an AI-powered advisor trained on Luxembourg's Pillar 2 and ATAD legislation. Ask it technical questions to get cited answers from the source documents.

    Python 2

  4. AlphaSeeker-AI AlphaSeeker-AI Public

    AlphaSeeker AI is a Streamlit‑based web application that helps investors perform deep‑dive stock research.

    Python 2

  5. The-Narrative-Regime-Toolkit The-Narrative-Regime-Toolkit Public

    LLM-based narrative regime detection: a system that summarizes daily stock market news, embeds the narratives, assigns them to regimes, and evaluates how these story-based regimes influence forward…

    Python 2

  6. Perceive-Search Perceive-Search Public

    Privacy-respecting metasearch engine with integrated AI summaries powered by local open-source LLMs. Perceive Search proxies Google/Bing results (ad/tracker-free) + generates concise AI insights fo…

    Python 2