Pandas Jobs

I'm looking for a proficient Python developer to assist in the ongoing development of an algorithmic trading bot. Key responsibilities will include: - Handling Data Collection and Preprocessing - Strategy Development - Execution and Order Management The ideal candidate should have a solid understanding of clean code practices and a basic familiarity with Indian stock market concepts. Your role will not involve building the bot from scratch, but rather completing specific tasks or modules. Some specifications are available for the modules you will be working on, but you will also need to interpret and define some requirements yourself. Preferred Libraries: - Pandas - NumPy Skills & Experience: - Proficient in Python - Experience with algorithmic trading bots - Familiarity wi...

1. Project Overview Objective: Build a robust backtesting pipeline for options trading strategies using AI/ML techniques. The pipeline will incorporate: GDFL 1-minute OHLCV data. Level 2 order book data (market depth). Computed Greeks (Delta, Gamma, Theta, Vega, etc.). AI/ML models for generating trading signals and evaluating performance. Scope: Acquire, clean, and store the relevant data. Calculate and integrate Greeks for each option contract. Engineer features from OHLCV, Level 2 order book, and Greeks. Develop AI/ML models for predictive signals or strategy optimization. Backtest and analyze strategy performance. Provide documentation, deliverable code, and a final report. 2. Key Deliverables Data Management & Integration Scripts/Processes to fetch and organize GDFL 1-min data...

Forecasting Software The goal of the software is to identify price volatility and, consequently, the positive and negative fluctuations that Bitcoin will have over the next 7 days. This data will be used to find a historical time series from the past that had percentage fluctuations (not based on price levels) as similar as possible. Once the most similar 7-day historical series to the predicted future series is found, the date of the historical series should be displayed on the screen. The entire software must be fully "commented" and explained in every function and calculation, clarifying the practicality and utility of each element within the model and highlighting the added value it provides. The software must include a frontend to visualize the period (between two dates) th...