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SWE with expertise in medical imaging domain
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Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Trenser Technology Solutions
Frontend Developer
June 16, 2026 – Present
Langchain-Studio
May 4, 2026 – Present
An autonomous multi-agent research orchestrator built with LangGraph, LangChain, and LangSmith. Features cyclic planning, search, and synthesis.
View Projectsam2.1-hiera-onnx-application
December 25, 2025 – Present
Hiera is a hierarchical vision transformer architecture developed by Meta. Simplifies traditional vision transformers by removing complex modules. Learns spatial biases through Masked Autoencoder (MAE) pretraining.
View Projectvspagent
December 25, 2025 – Present
VSP Digital Twin: An AI-powered agent that impersonates Vishnu Suresh Perumbavoor with agentic tools
View Projectyolo-sam2-onnx-browser-app
July 23, 2025 – Present
Test browser capabilities of YOLOv11 ONNX
View Projectsegmentation-dicom-viewer
July 15, 2025 – Present
🧬 3D DICOM Segmentation Viewer: Visualize, manage, and export medical structures directly in your browser.
View Projectollama_experiments
February 18, 2024 – July 28, 2024
ollama_experiments — GitHub repository
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily skewed towards personal projects, many of which involve AI/ML concepts (e.g., Hiera, YOLO, Langchain, Ollama). While demonstrating a strong interest in technology and self-learning, the diversity of projects specifically within a team-oriented, product-driven frontend development context is limited. The current professional experience is very recent, making it difficult to assess long-term cultural alignment. The focus on AI/ML in personal projects, while impressive, might indicate a different primary interest than a pure frontend role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's projects show initiative and a learning mindset, but there is no information on collaboration, problem-solving approach, or communication style.