Job Description
Job Description
Responsibilities: - Architecting AI Agents: Design Tool Chaining systems where AI can autonomously call financial APIs, browse news, and perform technical analysis. - Model Optimisation: Implement and optimizeSmall Language Models (SLMs)for high-speed inference in low-latency trading/analysis environments. - Custom Python Development: Build the core logic for the Stoxo platform, ensuring the AI stack integrates seamlessly with StockGro's existing data infrastructure. - System Prompt Engineering: Craft and iterate on complex system prompts to ensure the AI maintains a financial expert persona with high factual accuracy. - Collaborative Delivery: Work closely with the Recro project leads and StockGro stakeholders to hit aggressive product milestones. Requirements: - Advanced Python: Deep understanding of asynchronous programming and custom package development. - AI Frameworks: Hands-on experience with LangGraph (or similar state-machine-based AI agents) and LlamaIndex. - Financial Literacy: A strong grasp of capital markets (Stocks, Options, and technical analysis) is highly preferred. - Engineering Rigour: Experience with MLOps, version control for prompts, and evaluating LLM outputs for hallucinations. The Tech Stack: - Languages: Python (Custom Stack Development). - AI Orchestration: LangChain, LangGraph, Tool Chaining. - Models: Specialised LLMs and SLMs (Llama 3 Mistral, Phi-3 custom fine-tuned models). - Backend: FastAPI, Pydantic, Celery. - Data: Vector DBs (Pinecone/Milvus), PostgreSQL, Real-time Market Data Feeds. - Prompting: Advanced System Prompts and Agentic Workflows. Company Summary StockGro is India's leading social investment platform, a paradigm of personal finance and investment ecosystem. With millions of users, StockGro is more than just a trading platform; it's an immersive experience that blends the best of social networking, investment education, and real-time trading! At the heart of StockGro lies a risk-free experiential learning platform, where you can gain confidence and hone your stock trading skills without any fear of financial loss. Through experiential learning journeys and challenges, users can test their strategies and experience the thrill of stock market trading. But StockGro is not just about trading; it's a vibrant community of enthusiastic learners and experts. Users can connect, share, and collaborate with educators, fund managers, influencers, and friends, all on one user-friendly platform. Validate investment ideas, analyze top-performing portfolios, and easily navigate the stock market's complexities.
Required Skills
[Python, Generative AI, LLMs, Machine Learning, LangChain, Agentic AI, FastAPI, Prompt Engineering, SLM]
Additional Information
NA
