Open to opportunities

Siddartha A Y

@siddartha

Message

Aspiring Generative AI and Computer Vision engineer building production-ready LLM/RAG systems.

India

Message

What I'm looking for

I’m looking for a role where I can build production-grade LLM/RAG and computer-vision systems—owning end-to-end pipelines, optimizing model performance, and shipping scalable services in cloud or edge environments.

AI Systems Engineer and Founding Engineer with hands-on experience building production-grade AI systems for aerospace clients including Boeing and Airbus. I specialize in architecting high-reliability LLM pipelines, multi-agent systems, and scalable backend infrastructure designed for correctness, low latency, and real-world load.

Currently leading end-to-end AI system design at a US-based startup, with deep experience across retrieval systems, orchestration, distributed services, and cloud-native deployments. Comfortable operating across the stack—from model design to infra and deployment—while maintaining production rigor.

Experience

Work history, roles, and key accomplishments

Summer ML Research Intern

Indian Institute of Science (IISc)

Jun 2025 - Aug 2025 (2 months)

Contributed to a large-scale open-source urban traffic dataset (UVH-26) by building vehicle tracking, annotation, and preprocessing pipelines. Developed vehicle Re-ID models and fine-tuned multiple detectors (YOLOv11, DAMO-YOLO, RT-DETRv2) to achieve up to 31.5% mAP@50:95 improvement over COCO-trained baselines.

Spatio Temporal Association YOLOv11 RT DETRv2 data preprocessing

Generative AI Intern

NetAnalytiks India

Jun 2024 - Jul 2024 (1 month)

Built an LLM-powered job recommendation engine using Sentence-Transformer embeddings for semantic candidate-role alignment. Deployed a production RAG pipeline (LangChain, FAISS) and fine-tuned OpenAI Whisper for multilingual ASR to reduce manual screening by ~30% in an ATS workflow.

Sentence Transformers Semantic Search LLMs (LangChain Faiss Whisper Embeddings Cosine Similarity Multilingual ASR