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Origin & Engineering Craft

From Darbhanga to Samsung SDS

An unconventional journey: EEE graduate who taught herself to code through national hackathons, earned 300+ certifications, and now architects mission-critical Agentic AI and Graph RAG systems in enterprise production.

I build production AI systems that enterprises actually rely on — not just proof-of-concepts that impress in demos.

As a Production AI Engineer at Samsung SDS, I architect the full GenAI stack: autonomous AI agents using Google ADK for content generation and QA automation (60% reduction in manual effort), enterprise Graph RAG pipelines processing complex annual financial statements with advanced PDF layout extraction, and LLM infrastructure serving 500+ daily queries at 92% accuracy. I lead a developer squad of 3 engineers and manage cross-border India & Korea deliveries.

Prior to Samsung SDS, I spent 2 years at HCLTech shipping ML to production — profile matching, CV parsing, smart search — for enterprise recruitment platforms. I deployed ML models for 10+ features, resolved 500+ production incidents, and maintained 98% service reliability. I started as a Graduate Engineer Trainee and was promoted to Software Engineer within my first year.

My journey is self-forged: I studied Electrical & Electronics Engineering at Darbhanga College of Engineering, Bihar. I taught myself to code through competitive hackathons — winning 1st place at TEQIP-III (2019), leading MIT COVID-19 Challenge teams (2020), and getting shortlisted for AICTE Vishwakarma Awards. In 2026, I was 1st Runner-Up at PromptWars Noida (Hack2skill × Google for Developers).

I've earned 300+ certifications across Coursera (150+), LinkedIn Learning (89), Skillsoft (40+), plus flagship credentials from Udacity (AI Programming Nanodegree), Anthropic (Claude Code + MCP), ISRO (Remote Sensing), IIT Kanpur (Full Stack), and Cisco.

Beyond engineering, I speak on stage (INCEPT'26 alongside CampusX founder Nitish Singh, AI Mobile Hackathon), attend 25+ tech summits yearly (Google Cloud Summit, India AI Impact Summit at Bharat Mandapam, US Embassy tech symposium), and am active across 12+ Delhi NCR AI communities.

"I care about AI that ships, not just AI that demos."

🏆 Career Highlights & Milestones

🏆

1st Runner-Up — PromptWars Noida (Hack2skill × Google for Developers, Jun 2026)

🎤

Keynote Speaker at INCEPT'26 (GLA University) alongside CampusX founder Nitish Singh

📹

Session Leader at AI Mobile Hackathon — YouTube recording with live RAG demo

☁️

Google Cloud Summit India 2026 — Builder Connect participant at Yashobhoomi

🇺🇸

Cloud/AI/Data Security event at US Embassy, New Delhi

🏛️

India AI Impact Summit at Bharat Mandapam (Government of India)

👩‍💻

SheLeadsAI Symposium — Women in AI, Agentic AI in Enterprise

📚

300+ verified certifications across Coursera, LinkedIn Learning, Anthropic, ISRO, Udacity

⭐

NPTEL Star, Domain Scholar & Discipline Star (2021-2022)

🌐

Active member of 12+ Delhi NCR AI communities (GDG, AWS UG, Microsoft UG)

📊

LinkedIn Top 5% member — 8,800+ professional network reach

🥇

1st Place TEQIP-III Hackathon (2019) + MIT COVID-19 Challenge Team Lead (2020)

⚡ Complete Technical Matrix

Mastered tools, frameworks, and enterprise infrastructure

AI Agents & Orchestration

Google ADKLangChainLangGraphCrewAIMCP ProtocolA2A ProtocolMulti-Agent SystemsTool-Use PatternsAgent Safety Harness

RAG & Vector Search

Graph RAGAgentic RAGFAISSChroma DBPineconeEmbeddingsHybrid Vector SearchRAGAS EvaluationNeo4j

LLMs & Fine-tuning

GPT-4Llama-2/3Mistral LargeBERTGeminiPEFT/LoRA/QLoRAPrompt EngineeringLangSmith Observability

NLP & ML

SpaCyTransformersHugging FaceScikit-LearnPyTorchText AnalyticsSentiment AnalysisToken Classifiers

Backend & APIs

PythonFastAPIDjangoFlaskRESTful APIsPydanticSQLPostgreSQLMySQLSQL Server

Cloud & DevOps

AWS (Bedrock, Lambda, SageMaker, Transcribe)Azure (ML, Cognitive Services)DockerKubernetesCI/CDGitGitHub ActionsCloudflare Workers

Tools & Enterprise

VS CodeJupyterPostmanSeleniumPyTestPower BIJiraConfluenceo9 Solutions Platform
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