SAURABH RAJPUT
Seven Cloud Consulting Group Inc.
San Francisco,CA
3
Languages
6
years of professional experience
AI Engineer specializing in production grade agentic AI systems. I design and build end-to-end AI platforms that combine LLM reasoning, tool orchestration, Retrieval Augmented Generation, safety guardrails, human in the loop workflows, and continuous evaluation. My focus is on delivering reliable, scalable, and observable AI systems that create measurable business impact.
Work History
Applied AI Engineer
11 Months- Architected orchestrator-driven agentic automation for client operations: pipelines coordinating LLM reasoning, tool execution, and business logic across CRM, Jira, Slack, email, and telephony APIs from intake through resolution, with human checkpoints on consequential actions.
- Designed modular agent architectures (orchestrator, tool layers) reused across client workflows, cutting engineering effort for each new deployment.
- Implemented hybrid RAG pipelines (structured, semantic retrieval) with evaluation loops and feedback-driven optimization to reduce manual handling of operational tasks.
- Productionized services with Dockerized microservices, retry-safe idempotent tool execution, timeout handling, and structured observability for fault tolerance in multi-step agent workflows.
- Built real-time dashboards tracking tool success rates, latency, and business KPIs to tune agent behavior against measured outcomes, working directly with business stakeholders.
AI Engineer
5 Months- Designed and deployed a production enterprise RAG platform (FastAPI, LangChain, vector databases) for automated customer support and internal knowledge retrieval; reduced average resolution time by 35% and improved CSAT by 28%.
- Implemented continuous GenAI evaluation and safety controls: prompt A/B testing, hallucination detection (RA-GAS, human evaluation), PII redaction, and tool-call idempotency, holding hallucination rates below production thresholds within latency SLAs.
- Productionized on AWS (ECS, SageMaker, S3) with Dockerized microservices, CI/CD, Redis caching, and OpenTelemetry request-level tracing with rollback safety.
- Integrated the platform with internal knowledge bases, ticketing systems, and APIs with permission-aware retrieval for secure enterprise adoption.
AI Engineer
1 Year 3 Months- Designed and deployed a computer vision pipeline for real-time parking occupancy detection (TensorFlow, OpenCV, YOLO), improving detection accuracy by 25% across live camera feeds.
- Productionized real-time inference services on AWS for low-latency video processing in physical environments with variable lighting and traffic conditions.
Education
Masters - Artificial Intelligence
Bachelor - Computer Engineering
Skills
AI & ML: LLMs (multi-agent orchestration
tool use
structured outputs); RAG and semantic retrieval; local LLMs (Ollama) and hosted (OpenAI/Claude APIs); Vector DBs (pgvector
FAISS
Chroma); LangChain
LangGraph
LlamaIndex; voice agents (LiveKit); PyTorch
TensorFlow
Agent Trust & Safety: Guardrails and hard policy overrides; prompt-injection defense; human-in-the-loop approval workflows; confidence-gated autonomy; audit trails and decision replay; eval harnesses with safety-gated CI (RAGAS
custom)
Languages: Python
TypeScript/JavaScript
SQL
C++
Data & MLOps: PostgreSQL
Redis
Celery; Pandas
NumPy
scikit-learn; Airflow; MLflow
Weights & Biases; Docker
Kubernetes; GitHub Actions; OpenTelemetry
Prometheus
structured logging
Cloud & Backend: AWS (EC2
S3
Lambda
SageMaker)
GCP; FastAPI
Flask; REST/gRPC; Kafka; CI/CD; Terraform
Languages
English
Native or Bilingual
Spanish
Professional Working
Hindi
Native or Bilingual
Timeline
Applied AI Engineer
Seven Cloud Consulting Group Inc.
09.2025 - CurrentRead More
AI Engineer
TechClub Inc.
02.2025 - 07.2025Read More
AI Engineer
Parkiez Mobility Pvt. Ltd.
12.2020 - 03.2022Read More
Jayawantrao Sawant College of Engineering
Bachelor from Computer Engineering
Read More
Illinois Institute of Technology
Masters from Artificial Intelligence
Read More