.png){kind=logo}
Ganesh Bandi
Mid-level AI Engineer specializing in LLMs, RAG, and MLOps
Connect with Ganesh
Ganesh already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.
Recommended
Already have an account?
About
LLM engineer who has deployed production RAG systems for regulated document QA (PDFs/knowledge bases), emphasizing grounded answers with citations, RBAC, monitoring, and continuous feedback. Demonstrates deep practical expertise in retrieval quality (semantic chunking, hybrid BM25+embeddings, re-ranking), reliability (guardrails, deterministic workflows), and measurable evaluation (golden sets, log replay, A/B tests) while partnering closely with compliance/operations stakeholders.
Find your next great hire
Our AI agents source, screen, and vet candidates for your open roles. Get qualified candidates within 48 hours.
Key Strengths
- Built and deployed production LLM RAG systems over regulated documents with grounded, cited answers
- Improved retrieval quality via semantic/structured chunking, metadata, hybrid BM25+embedding search, and re-ranking
- Reduced hallucinations using guardrails, citation enforcement, schema constraints, and validation steps
- Designed deterministic multi-step agent workflows with branching/retries/state management (LangGraph/state machines)
- Production focus on latency and cost optimization (prompt tuning, caching) with observability/monitoring
- Strong evaluation discipline: unit tests per step, golden queries, log replay, A/B testing, user feedback loops
- Effective cross-functional collaboration with operations/compliance; translated AI into audit-friendly search with metrics
Like what you see? We'll introduce you to Ganesh directly.
Experience
Education
Skills
Languages
Certifications
Browse Similar
Similar Candidates
Senior Machine Learning & GenAI Engineer specializing in LLM systems and data pipelines
Mid-level Agentic AI & ML Engineer specializing in LLM agents and RAG systems
YAKKALI PAVAN
Mid-level Machine Learning & Generative AI Engineer specializing in NLP, CV, and RAG systems
“Built and deployed a production LLM-powered RAG document intelligence system used by non-technical enterprise stakeholders, cutting document search time by 40%+ while improving answer consistency. Demonstrates strong MLOps/data workflow orchestration (Airflow, AWS Step Functions, managed schedulers across GCP/Azure) and a metrics-driven approach to reliability, evaluation, and cost/latency optimization with guardrails and observability.”
Sri Charan Reddy Mallu
Mid-Level Software Development Engineer specializing in GenAI and full-stack cloud systems
“Full-stack engineer with experience across Magna, C3.ai, and Amazon, building GenAI-enabled products and finance transaction systems. Has shipped Next.js (App Router) + TypeScript features backed by Go/Python RAG pipelines, and emphasizes production quality via load testing, Selenium regression coverage, LLM-aware integration testing, and Azure observability. Also built LangGraph-orchestrated multi-step content generation workflows with robust retry/idempotency strategies.”
Senior Data/GenAI Engineer specializing in cloud-native ML, RAG, and real-time data platforms
Mid-level Generative AI Engineer specializing in LLM automation, RAG, and NLP microservices
Interested in Ganesh?
We'll personally introduce you - no strings attached.
Build your dream team with Reval
Our AI agents source, screen, and vet candidates for your open roles. Get qualified, high-intent candidates on your desk within 48 hours.
Discover more candidates like Ganesh
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent