Hi, I'm Jens
Creative and curious mind, passionate about leading teams, solving hard problems, and driving impact.
Aspiring to roles that sit between strategy and execution and translating vision and business goals into models, metrics, and real workflows. I combine technical literacy with structured problem solving to decide when to trust a model, when to challenge it, and how to embed tools into decisions people actually make.
Projects
Multi-Agent Chatbot System
A complex conversational AI project featuring persistent chat history and community moderation capabilities built in Python. This multi-agent architecture was designed to securely and effectively handle varied user intents while self-moderating.
PythonAI Stock Analysis Agent
A chat-based AI agent that autonomously decides which tools to call — fetching market data, training a custom LSTM, running price-direction forecasts, and analyzing news sentiment via VADER — then synthesizes all signals into a final recommendation using Claude as its brain.
Python · PyTorch · Claude APIFinancial Intelligence Assistant
We built a fully functional Financial Intelligence Assistant! It uses a collaborative multi-agent environment where specialized AI agents (like Technical/Price and Sentiment) work together to query live Alpha Vantage data and a local S&P 500 database.
PythonMachine Learning Chatbot
A Jupyter Notebook-driven chatbot experiment that dives deep into applied machine learning techniques. Built to test different approaches to natural language question answering and embedding representations.
Jupyter NotebookEmbedding Benchmarking
A robust benchmarking suite evaluating different text embedding models. Compares the performance, latency, and memory utilization of various open-source models tailored for retrieval-augmented generation (RAG).
Jupyter NotebookInteractive Web Apps
AI Stock Analysis Agent
Chat directly with an AI agent powered by Claude. Ask any stock question and the agent autonomously trains a custom LSTM, runs price-direction forecasts, and performs real-time news sentiment analysis — then delivers a synthesized BUY / HOLD / SELL recommendation.
Streamlit · Claude API · PyTorch
Financial Intelligence Assistant
We wrapped our Financial Intelligence AI system into a sleek Streamlit app! You can directly chat with our specialized agents to get live financial insights, or seamlessly swap between Baseline and Multi-Agent architectures.
Streamlit
Multi-Agent Chatbot Interface
A frontend wrapper for a powerful multi-agent architecture. Allows users to securely interact with specialized AI agents capable of maintaining persistent chat history and community moderation.
Streamlit
Embedding Benchmarking Tool
A visual analytics dashboard for comparing the performance, latency, and memory utilization of various open-source text embedding models tailored for RAG.
Streamlit
ML Chatbot (Mini Project)
An interactive machine learning chatbot built to demonstrate applied natural language processing techniques and custom conversational workflows.
Streamlit