MLOps Engineer | Building Distributed Systems | Kubernetes, vLLM & Kafka enthusiast.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Arison-X
January 15, 2026 – Present
Agentic Financial Research Platform using Model Context Protocol (MCP), Graph-RAG, and LangGraph for automated stock analysis and backtesting.
View Projectlumina-video-search
January 3, 2026 – Present
Distributed Multimodal Video Search Engine | Powered by vLLM, Apache Kafka, Milvus, and gRPC.
View ProjectArgus
November 22, 2025 – Present
Argus: A Kubernetes-based Computer Vision Orchestrator.
View Projectquantitative-finance-portfolio
November 22, 2025 – November 22, 2025
Implementation of core quantitative finance models: Black-Scholes pricing, Monte Carlo simulations, Value at Risk (VaR), Volatility Modeling (GARCH), and ML-based price forecasting using Python.
View Projectpaper_to_code
June 19, 2025 – June 26, 2025
Personal repo where I re-implement research papers
View Projecttensorrt-for-yolo
April 23, 2025 – April 24, 2025
Tensorrt cpp api implementation for yolo models with docker support
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily focused on individual, personal projects. While demonstrating strong technical initiative, there is no evidence of team collaboration or contributions to open-source projects, which could indicate a preference for independent work. The projects are diverse within the ML/Quant domain, but lack broader industry exposure.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions suggest a proactive and self-driven individual, but direct evidence of collaboration, communication, or stress handling is absent.