
AI Product Engineer at VoicePlug Inc.
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Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
VoicePlug Inc.
Data Scientist
June 13, 2026 – Present
CCTV-Face-Recognition-Attendance-System
April 14, 2026 – Present
CCTV-Face-Recognition-Attendance-System — GitHub repository
View Projectjetson-edge-ai-deployment
January 17, 2026 – Present
Production-ready AI edge deployment on NVIDIA Jetson (Nano / Orin). This project demonstrates real-time AI inference using TensorRT and DeepStream with multi-camera support, Dockerized setup, benchmarking, and optimized pipelines for CCTV and edge devices.
View Projectai-video-analytics-system
January 17, 2026 – Present
Production-grade AI Video Analytics system for CCTV — supports people counting, intrusion & safety detection with stable alert logic, multi-stream RTSP ingestion, GPU-optimized inference (YOLO, DeepStream, TensorRT), and scalable edge/on-prem deployment.
View Projectbusiness-rag-agent
January 17, 2026 – Present
Production-grade Custom AI Agent using Retrieval-Augmented Generation (RAG). Query business PDFs, databases, and APIs using natural language with grounded, hallucination-free responses. Built with LangChain, Milvus, FastAPI, and enterprise-ready security & deployment.
View Projectvoice-to-sql-ai-assistant
January 17, 2026 – Present
Production-grade AI Voice Assistant that converts natural language (voice/text) into accurate SQL queries for ERP or databases. Handles ambiguity, validates queries, and returns trusted answers. Built for real business systems, not demo chatbots.
View Projectai-face-attendance-system
January 17, 2026 – Present
Production-grade AI face recognition attendance system using CCTV/IP cameras. Real-time detection & recognition with >99% accuracy, multi-camera support, attendance logs, and secure database integration. Deployable on server or NVIDIA Jetson edge devices.
View ProjectMarket-Segmentation-McDonalds
October 15, 2022 – October 15, 2022
Market-Segmentation-McDonalds — GitHub repository
View ProjectAbsenteeism-Prediction
August 25, 2022 – September 21, 2022
Dealing with chronic absenteeism in workplace using machine learning
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily focused on AI/ML, computer vision, and edge deployment, which aligns well with a Data Scientist role. However, the projects are all personal, and there is only one listed professional experience with a future start date, which limits the assessment of collaborative work and broader organizational fit. The diversity of project types (e.g., RAG, voice assistants, video analytics) shows adaptability.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions suggest a focus on practical, deployable solutions, which is a positive indicator for operational fit.