Vipra Singh
Generative Ai Engineer @Tiger Analytics
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WORK HISTORY
Generative Ai Engineer @Tiger Analytics
Toronto, ON, CA
EDUCATION
College Of Technology, G.B.P.U.A&T, Pantnagar
Master of Technology - MTech, Electronics and Communication
Simplilearn Alumni
Master's Program, Artificial Intelligence
Inderprastha Engineering College
Bachelor of Technology - BTech, Electronics and Communication
Central Board of Secondary Education
Higher Secondary, Mathematics and Computer Science
ABOUT VIPRA SINGH
Generative AI Engineer & Agentic Systems Architect with 6 years of experience designing and scaling AI platforms, autonomous agent systems, and LLM-powered applications across enterprise environments. Proven expertise in multi-agent orchestration, advanced RAG and Graph-RAG architectures, LLMOps, evaluation frameworks, and responsible AI.Led the end-to-end architecture and delivery of cloud-native GenAI systems, from model fine-tuning and retrieval optimization to secure deployment, observability, and cost governance across Azure and AWS. Recognized for driving 0→1 and 1→N AI platforms, establishing reusable reference architectures, and mentoring teams on scalable, reliable, and explainable AI system design. Components that contribute to my work: GPT · Claude · Gemini · LLaMA · Mistral · DeepSeek R1/V3 Fine-tuning · Prompt Engineering (CoT, ReAct) · Reasoning Model Prompting · Prompt Caching · HITL Orchestration & LangChain · LangGraph · LlamaIndex · AutoGen · CrewAI · Semantic Kernel OpenAI Agents SDK · Google ADK · PydanticAI · DSPy · MCP · A2A · Swarm & RAG · Hybrid/Graph-RAG · Microsoft GraphRAG · Re-ranking · Semantic Caching Knowledge Graphs (Neo4j · GraphDB) · RAGAS · DeepEval ASR (Whisper) · TTS · Vision-Language Pipelines · Image Generation (Stable Diffusion · Flux · DALL-E) Video Understanding · Real-Time Audio (OpenAI Realtime API · ElevenLabs) & LLMOps · LLM-as-a-Judge · Langfuse · Phoenix (Arize) · PromptFoo · AI Red Teaming XAI (SHAP · LIME · AIX360) · Guardrails · Responsible AI · Synthetic Data Generation & Azure (AI Foundry · OpenAI · ML · Databricks · AI Search · Cosmos DB) AWS (SageMaker · Bedrock · Bedrock Agents) · GCP (Vertex AI · Agent Builder) Anthropic API (tool use · prompt caching) & FastAPI · React · Streamlit · Gradio · WebSockets/SSE PostgreSQL · MongoDB · Redis · Pinecone · Qdrant · FAISS · Spark/Delta Docker · Kubernetes · Terraform · CI/CD · vLLM · Ollama · LangGraph Platform & Secure AI Design · OAuth/OIDC · RBAC · PII/Privacy AI Threat Modeling (Prompt Injection · Tool-Call Hijacking) · AI Supply Chain Security ReAct · Reflexion · Plan-and-Solve · Tree of Thoughts Episodic · Semantic · Procedural Memory · Long-Horizon Decomposition · E2B · Modal
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