Building Production GenAI Systems That Scale.
I'm Akanksha — Production AI Engineer. I architect enterprise Agentic RAG pipelines, autonomous multi-agent loops with Google ADK, and high-throughput LLM infrastructure.
Interactive AI Architecture Lab
Execute real-time pipeline simulations. Inspect DAG node telemetry, toggle guardrails, and test dynamic architectural degradation.
Interactive AI Architecture Sandbox
DAG node telemetry, SVG dataflow, degradation matrix & autonomous agent runner
Guarantees 92% retrieval precision. Toggle OFF to test hallucination degradation.
Enforces structured schema validation & anti-hallucination verification before agent execution.
Live JD Fit & Competency Engine
Paste any Job Description or select a role preset to evaluate alignment across 4 domains, filter verified evidence, and export a candidate dossier.
Recruiter JD Compatibility Engine
Instant client-side candidate fit analysis, 4-domain radar scoring & STAR story matching
Featured Engineering Architectures
Production-grade enterprise AI systems, not tutorial clones
Why Demo AI Fails in Production
- ✕Naive Prompts: Brittle string concatenation that fails on complex inputs or prompt injections.
- ✕Blind Vector Search: Fetching top-K chunks without semantic routing or graph context, causing hallucinations.
- ✕Zero Observability: Black-box agent runs with no trace logging, fallback paths, or RAGAS evaluation harnesses.
AgenticAI Workshop
Multi-agent AI orchestration framework with Google ADK, MCP protocol integration, tool-use patterns & autonomous workflows. Used in INCEPT'26 speaker session.
✔ Speaker workshop materials at INCEPT'26
Financial Graph RAG (Productivity Analyzer)
Production-grade enterprise RAG system with knowledge graphs, layout-aware PDF extraction & RAGAS guardrails processing 500+ daily queries.
✔ 92% retrieval accuracy at Samsung SDS
Multilingual Mandi
Hackathon WinnerAI-powered voice-first web app for India's local markets — multilingual translation (Hindi/Bhojpuri/Tamil), price discovery & smart negotiation using AWS Bedrock.
Speaking & Ecosystem Leadership
Active across 12+ Delhi NCR AI communities · 8,800+ LinkedIn reach
AI Mobile Hackathon — Deep Dive Session
Transformers, Attention, RAG, Fine-tuning, Live Demo
▶ Watch Hackathon Session Recording ↗INCEPT'26 at GLA University
AI career growth, production engineering with CampusX founder
Recent Tech Summits Attended
The Engineering Narrative
I'm a Production AI Engineer at Samsung SDS, Gurugram. I architect the full GenAI stack: autonomous AI agents with Google ADK, enterprise Graph RAG pipelines processing financial documents, and LLM infrastructure serving500+ daily queries at 92% accuracy.
My journey is self-forged — I studied Electrical Engineering in Darbhanga, Bihar, taught myself to code through national hackathons, and built my way to leading AI projects at a global company. Along the way: 300+ certifications,4 national hackathon awards, and speaking at events alongside founders of CampusX.
Read My Full Story →"I care about AI that ships and stays reliable in production, not just AI that demos."
🏆 4
HACKATHON WINS
🎤 2
SPEAKER TALKS
🌐 12+
AI COMMUNITIES
⭐ 8.8K+
LINKEDIN NETWORK
Let's build production AI together
Available for Senior / Staff Production AI Engineer roles · Enterprise RAG · Agentic Orchestration.