Vinil Joseph

Vinil Joseph

AI/ML Engineer
UAE
Tamil, English, Malayalam, Hindi
Full-time On-site

نبذة عني

AI/ML Engineer with hands-on experience building production agentic LLM systems — multi-agent orchestration (LangGraph, LangChain), RAG architectures, and MCP-compatible tool interfaces across Claude Code, Gemini, and Az…

الخبرة

AI/ML Engineer

Dignizant Technologies LLP · Gujarat, India
Jan 2025 - May 2026 · 1 سنة 3 أشهر

<p>Cut document processing time by ~90% across 500 test users by architecting a multi-agent document intelligence platform on LangGraph with Azure OpenAI and Mistral AI reasoning.</p><p> Won runner-up at Dignizant’s internal hackathon by building a CLI-based autonomous software testing tool using Claude Code and agentic reflection-based reasoning.</p><p> Enabled targeted, department-specific document retrieval by building an OCR-driven RAG pipeline (FAISS, Supabase pgvector, Gemini APIs) on a SAM3-fine-tuned detection model for technical drawings.</p><p> Delivered async, production-grade multi-agent reasoning by orchestrating ReAct-pattern routing and thread-based chat in LangGraph, deployed via FastAPI with Weaviate-backed retrieval.</p><p> Enabled GPU-optional deployment across client sites by building a multi-camera facial attendance system (SCRFD, ArcFace, ByteTrack) with offline licensing and PostgreSQL persistence.</p><p> Achieved 85–90% accuracy on predictive maintenance for oil & gas by building LSTM and Prophet time-series anomaly detection models.</p><p> Standardized LLM-to-API connectivity across the platform by designing MCP-compatible tool interfaces and containerizing services with Docker for CPU/GPU-optimized deployment.</p>

Freelance Power BI Developer

Freelance Power BI Developer · Remote, India
Jan 2024 - Jan 2025 · 1 سنة

<p>Replaced static reporting with real-time, decision-ready visualizations by delivering operational dashboards for logistics and energy clients.</p><p> Cut manual reporting time by ~50% by rebuilding reporting pipelines with optimized DAX measures and Power Query transformations.</p>

المهارات

LangGraph LangChain Multi-Agent Systems ReAct-Pattern Routing MCP (Model Context Protocol) Tool-Use Orchestration RAG Pipelines Vector Search Claude Code CLI Gemini CLI Gemini APIs Azure OpenAI Mistral AI Prompt Engineering Multi-API LLM Workflows FAISS Weaviate Supabase pgvector Python SQL FastAPI PyTorch TensorFlow scikit-learn Pydantic AI LSTM Prophet Anomaly Detection Regression Classification Optimization Models SAM SAM3 SCRFD ArcFace ByteTrack OCR OpenCV PostgreSQL SQLAlchemy S3 Crawl4AI Large-Scale Data Ingestion Docker REST APIs Langfuse LangSmith GPU Optimization CPU Optimization
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