98% detection accuracyCOMPUTER VISION
Intelligent Traffic Management
Dynamic traffic signal optimization from live video.
YOLOOpenCVPython
AVAILABLE FOR AI ROLES
Hi, I'mSreehari Suresh
AI Engineer with hands-on experience building Computer Vision, Machine Learning, Generative AI, NLP, and intelligent automation solutions. Experienced across the AI development lifecycle, from data preparation and model development to optimization, deployment, and building AI-powered applications using modern ML frameworks, LLMs, APIs, and automation tools.
YOLOv8 · TENSORRT · 4ms
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AI / ML Projects
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Best Detection Accuracy
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Inference Latency Reduction
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Images Annotated
ABOUT ME
Building AI systems that solve real-world problems
From computer vision and Machine Learning to generative AI, automation and intelligent software systems.
Sreehari Suresh
Trivandrum, India
I am an AI Engineer with hands-on experience across Computer Vision, Machine Learning, Generative AI and intelligent automation. My work spans from developing and evaluating machine learning models to deploying real-time AI systems and building practical AI-powered applications.
I have worked across the full AI development lifecycle, from dataset preparation and model development to optimization, deployment and real-world validation. This includes embedded AI systems using Raspberry Pi, LiDAR and TensorRT, as well as LLM-based chatbots, NLP applications and automation workflows.
More recently, I have expanded into LLM applications, RAG, AI agents, business automation, APIs and software systems. I enjoy working across the boundary between AI models and the systems around them, turning individual models and tools into complete, usable solutions.
INTERESTS
Computer VisionMachine LearningGenerative AILarge Language ModelsAI Agents & RAGAI & Business AutomationAI Product Development
PROFESSONAL EXPERIENCE
Where the work happened
Real deployments, measurable results.
PROJECTS
Featured work
Detection pipelines, edge systems and conversational AI prototypes.
98% detection accuracy
92% accuracyEMBEDDED AI
Hybrid LiDAR + Camera Safety System
Real-time obstacle detection for caravan safety.
YOLOTensorRTOpenCVRaspberry Pi
94% detection accuracyCOMPUTER VISION
Fake Currency Detection
Automated forgery detection for Indian currency.
ORBSSIMPython
Text + voice interactionGENAI
AI Voicebot
Conversational assistant with text and voice interaction.
LLMNLPFlaskTTS
MACHINE LEARNING
Medical Image Analyzer
Deep learning analysis of medical imagery.
Computer VisionDeep Learning
MACHINE LEARNING
Sentiment Analysis
Text sentiment classification pipeline.
NLPML
COMPUTER VISION
Traffic Sign Detection
Road sign recognition in live video.
YOLOOpenCV
TECHNICAL SKILLS
The stack behind the systems
Tooling used in production pipelines, edge deployments and research prototypes.
Computer Vision
- YOLO95%
- OpenCV93%
- Object Detection94%
- Image Processing90%
- Tracking86%
- Pose Estimation78%
- Real-time Inference91%
Machine Learning
- PyTorch90%
- TensorFlow85%
- Scikit-Learn88%
- NumPy92%
- Pandas90%
- Model Evaluation89%
Generative AI
- LLMs85%
- RAG80%
- LangChain78%
- AI Agents76%
- Prompt Engineering88%
- NLP84%
- Chatbots87%
Embedded & AI Deployment
- Raspberry Pi90%
- TensorRT84%
- ONNX86%
- GPU Optimization82%
- LiDAR85%
- Real-time Deployment91%
Software & Automation
- Python95%
- Flask84%
- REST APIs82%
- Databases78%
- Google Apps Script82%
- Git / GitHub88%
- Linux86%
- Workflow Automation84%
EDUCATION & CERTIFICATIONS
Foundations and continued learning
Deloitte Data Analytics Job Simulation
Generative AI Mastermind
Microsoft AI Classroom
NUNNARI ML & DL Workshop
GUVI AI Learnathon
DevFest Google Developer Group
CONTACT
Let's build something useful.
Have a project, opportunity, or idea worth discussing? Send me a message.