shashidhar karravula
Open to work1 years experienceAI/ML Engineer
AI/ML Engineer | LLM Integration | Intelligent Automation
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Skills & Technologies
26 skillsGitHub Activity Evidence
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Work Experience
AI/ML Engineer
Torus Kling Fintech
- Built MCP server pipelines integrating Claude AI for real-time crypto market analysis and autonomous trade execution, cutting manual setup time by 80%.
- Engineered EMA crossover, RSI/MACD multi-indicator signal fusion strategies — improving trade accuracy by 22% and ROI by 15%.
- Developed self-healing event-driven agentic AI workflow using LangGraph that auto-recovered failed trading processes, achieving 99%+ system uptime.
- Integrated REST APIs connecting data vendors, execution engines, and monitoring dashboards into a unified AI- powered trading platform.
Projects
Autonomous Trading Bot with LLM-Based Engine
- Built agents (Trend Agent + Market Agent) to fetch live crypto prices and real-time market conditions, feeding structured context into a Claude AI-powered multi-LLM pipeline.
- Engineered a Retrieval-Augmented Generation input system referencing historical grid parameters from MySQL DB, enabling LLMs to generate optimized Grid Bot inputs tuned to live market conditions.
- Designed TCP socket layer between LLM service and main trade engine for low-latency parameter delivery; implemented self-healing loop where bot failures trigger automatic LLM re-analysis — achieving 99%+ uptime.
AI-Driven Grid Trading Platform with Multi-Tool MCP Architecture & Live Execution
- Developed custom MCP tools (Market, DB, ML, Generation, Exchange) registered in Claude Desktop, enabling users to generate grid bot inputs and place live trades via natural language chat.
- Engineered Exchange Tool with secure API/secret key management to execute live Buy/Sell grid orders from Claude Desktop — completing the full loop from chat to live trade.
Leaderboard Standings
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Assessment Highlights
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AI Collaboration Score
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Role Compatibility Profile
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About Details
Professional Bio
AI/ML Engineer with 1+ year of production experience building LLM-integrated systems, MCP server pipelines, and autonomous trading automation. Proficient in Python, LangChain, LangGraph, RAG, and agentic AI workflows. Delivered 22% gain in trade accuracy and 15% ROI uplift in live environments.
B.Tech in Electrical & Electronics Engineering
Avanthi Institute of Engineering and Technology, Hyderabad (2020 - 2023)