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Vishnu Mukundan Thanikunathe Manoj

Junior AI/ML Engineer specializing in LLM agents, explainable AI, and computer vision

Durham, North CarolinaLead Al Developer1 years experienceJuniorArtificial IntelligenceCloud ComputingComputer Vision
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About

Robotics/computer-vision engineer with industrial safety monitoring experience, building real-time pose estimation (TRTPose) and 2D-to-3D localization and optimizing pipelines to sustain 30+ FPS under heavy multi-entity load. Also brings edge-to-cloud distributed systems work (HoloLens + Google Vision/Translation) and production ML deployment experience using Docker/CI/CD across finance and edge camera environments.

Experience

Lead Al DeveloperTRUST Lab Duke DeepTech
AIML Associate InternJPMorgan Chase & Co.
Computer Vision InternSentics GmbH
ML Cloud Deployment EngineerMiniscule Technologies Pvt. Ltd.

Education

Duke Universitymaster, Artificial Intelligence (2025)
Vellore Institute of Technologymaster, Computer Science and Engineering with Data Science (2024)

Key Strengths

  • Optimized real-time object tracking pipeline from ~45ms/frame to ~12ms/frame via profiling and NumPy vectorization
  • Delivered stable 30+ FPS with 10+ tracked entities for industrial safety monitoring
  • Hands-on experience building 2D-to-3D localization for factory-floor object/worker positioning
  • Evaluated and benchmarked tracking approaches (SORT/DeepSORT/ByteTrack) to balance speed vs accuracy
  • Built distributed edge-to-cloud pipeline (HoloLens to Google Vision/Translation) with asynchronous communication and latency/failure handling
  • Production deployment experience with Docker and CI/CD for ML workflows (AWS Bedrock, PyTorch/SHAP, Rekognition)

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Languages

English

Skills

Adversarial Attacks and DefensesAIAI OpsAlgorithmsAmazon RekognitionAmazon S3Anti-Money Laundering (AML)Audio TranscriptionAWSAWS BedrockAzureBusiness FundamentalsBusiness IntelligenceChain-of-Thought PromptingChromaDB