Puneet Gupta — Senior Software Engineer

Hey there! 👋 I’m a software engineer and AI Agent expert with deep hands-on experience in Transformers, LLMs, MCPs, A2A, and Agentic AI frameworks. I specialize in building enterprise-scale applications and intelligent automation systems that deliver measurable impact. I thrive in Python, Go, and cloud-native environments (AWS, GCP), with strong expertise in Kubernetes orchestration (Docker, Helm) and observability/governance tools (Grafana, Loki, Mimir, Tempo, OPA, Terraform). 🔑 AI/ML Expertise 1. LLMs & Transformers – Prompting, fine-tuning, domain adaptation. 2. Agentic AI, MCPs & A2A – Multi-agent workflows and cross-platform integrations. 3. ADK, Langraph, LangChain, VertexAI, HuggingFace – Rapid prototyping & deployment. 4. Agentic RAG, Knowledge Graphs, Reranking – Contextual search, retrieval, reasoning. 5. Backend Engineering – Scalable APIs with FastAPI, Django, Go Chi. 🚀 AI Innovations & Core Work 1. GenAI Agentic Pytest Framework – Automated test code generation (75% beta accuracy, cut cycle by 60%). 2. LogWatch Agent – A connector-driven AI log analysis tool combining clustering and LLM summarization. Adopted across Palo Alto Networks NetSec teams, enabling complex workflows and reducing regression log review time by 60%. 3. RAG-as-a-Service – Serving 12 teams / 500+ users with RBAC backend, MCP/API connectors, synonym expansion, reranking, knowledge graph support, and multi-model embedding selection. 4. AI Copilot – Automated knowledge management, streamlining QA workflows. 5. Core Engineering Contributions – Designed and built RBAC service (10k+ req/sec), developed Garuda Operator (telemetry & observability), AutoSRE Operator (event-driven pipelines), and a Cardinality optimization tool that reduced large-tenant costs by 60%. 📑 Patents Filed 1. LogWatch – AI-powered clustering, summarization & connector-driven workflows. 2. RAG-as-a-Service (SYQR) – Multi-model embeddings & advanced knowledge bases. 3. Graph-based Anomaly Detection – ML + graph structures for rare event detection. 4. CodeTree – Hybrid tree for AI-driven code generation & semantic analysis. 🌟 What I Bring I merge AI expertise (agents, transformers, MCPs, A2A, ADK, fine-tuning, RAG, knowledge graphs, reranking) with software engineering excellence. Known for a problem-solving mindset, collaboration, and execution focus, I thrive across Software Engineering, SRE, DevOps, and Full-Stack Development. #AIExpert #Transformers #MCPs #A2A #ADK #FineTuning #KnowledgeGraphs #Reranking #ProblemSolver #TeamPlayer #Focused #Determined #Committed

Stackforce AI infers this person is a SaaS expert with a strong focus on AI-driven solutions and backend engineering.

Location: Delhi, India

Experience: 4 yrs 9 mos