Harshkumar Nutakki

Harshkumar Nutakki

AI Engineer
India
German, Kannada, Telugu, Hindi, English, Malayalam, Tamil

About Me

Master’s candidate specializing in Embedded Systems, Deep Learning, Computer Vision, and Generative AI. Experience building real‑ time detection systems, transformer‑ based models, and GenAI applications. Ski…

Experience

Master’s Thesis: Driving Situation Awareness for Bicycle Detection

Technische Universität Chemnitz, Germany
Jan 2025 - Present · 1 year 6 months

Implementing real-time bicycle detection using YOLOv4 Tiny in the CARLA simulation environment.
Optimizing inference for embedded deployment (Raspberry Pi, Movidius).
Working on CV pipelines, object detection, and real-time system optimization.

Fashion Apparel Object Detection

TU Chemnitz
Jan 2020 - Jan 2021 · 1 year

Developed custom apparel detection system using Darkflow on TensorFlow.
Achieved high-accuracy detection via model tuning and preprocessing.

System Administrator

DXC Technology, India
Jan 2015 - Jan 2018 · 3 years

Managed enterprise Active Directory environment including Domain Controllers, DHCP, DNS, and Group Policies.
Handled configuration, troubleshooting, and operations of web and print server systems.
Ensured stability, uptime, and security across enterprise network services.

System Administrator

DXC Technology, India
Jan 2015 - Jan 2018 · 3 years

Managed enterprise Active Directory environment including Domain Controllers, DHCP, DNS, and Group Policies., Handled configuration, troubleshooting, and operations of web and print server systems., Ensured stability, uptime, and security across enterprise network services.

Skills

Computer Vision Deep Learning Programming GenAI & LLMs Cloud & MLOps Tools GPT-4o/5 Llama-3 Mistral LlamaIndex LangChain HuggingFace Transformers PEFT LoRA/QLoRA RAG Systems vLLM Pinecone Weaviate Prompt Engineering YOLOv4 YOLOv8 YOLOv10 ViT CLIP SAM DINOv2 Stable Diffusion ControlNet OpenCV TorchVision PyTorch TensorFlow Keras PyTorch Lightning CUDA CNNs Model Quantization Optimization Model Monitoring Data Annotation AWS Docker Kubernetes MLflow FastAPI CI/CD Python C++ MATLAB SQL Java VHDL Anaconda Jupyter VS Code Tableau
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