Production Track Record
Experience & Impact
From self-taught programmer to leading enterprise GenAI squads at Samsung SDS. 4+ years of shipping machine learning, Agentic RAG, and high-reliability systems in production.
Samsung SDS
Current RoleProduction AI Engineer
Senior Executive Engineer · Gurugram, India
▸Agentic AI Content Generation & Evaluation
- •Architect autonomous AI agents using Google ADK for enterprise content generation and QA automation — 60% reduction in manual effort
- •Lead developer squad of 3 engineers on GenAI projects, mentoring on RAG architecture, prompt safety, and RAGAS evaluation guidelines
- •Collaborate across India & Korea teams on enterprise AI solution delivery with zero SLA regressions
▸Graph RAG for Financial Services
- •Built end-to-end Graph RAG pipeline processing annual financial reports with advanced PDF extraction (GMFT, Partition PDF)
- •Achieved 92% retrieval accuracy on 500+ daily queries with 40% improvement in document retrieval over standard vector baselines
- •Deployed GPT-4 and Llama-3 with token-optimized divide-and-conquer strategies
▸Agentic RAG Chatbot & Automated Reporting
- •Implemented Agentic RAG chatbot with SMTP integration for automated email reporting workflows
- •Designed vector DB architecture using FAISS & Chroma for efficient LLM context retrieval and sub-second latency
▸QA Automation & Productivity Analyzer
- •Built QA Automation Engine with structured JSON schema comparison across o9 platform tenants
- •Developed RAG-based productivity analyzer processing JIRA stories and Confluence documents for weekly engineering insights
Google ADKLangGraphGraph RAGFastAPIGPT-4Llama-3FAISSChromaDockerNeo4j
HCLTech
Full-Time PromotionSoftware Engineer
iTAP & Edge Platform Team · Noida, India
▸iTAP & Edge — Enterprise Recruitment Platform
- •Deployed ML algorithms for 10+ features: CV parsing, profile matching, content tagging, smart search — 95% user satisfaction
- •Resolved 500+ production incidents, achieving 30% reduction in system downtime across enterprise deployments
- •Deployed web services on AWS & Azure, maintaining 98% service reliability
- •Built automated Power BI dashboards for scheduler monitoring across 3+ applications
- •Implemented Text Analytics and NLP pipelines for intelligent job recommendations
PythonDjangoSQL ServerAzureAWSPower BINLPMachine Learning
HCLTech
Engineering FoundationGraduate Engineer Trainee
Training & Foundation Phase · Noida, India
▸Technical Training & First Full-Stack Projects
- •Completed 70+ hours technical training in Python, SQL, C#, Golang, ASP.NET MVC
- •Built full-stack web applications during training phase with unit test suites
- •Promoted to Software Engineer within first year based on high delivery velocity
PythonC#GolangSQLASP.NETGit
Collegedunia
Content & ResearchTechnical & SEO Content Writer
Concurrent Writing & Research · Remote
▸SEO Content & Technical Writing
- •Authored high-ranking SEO content, technical guides, and educational articles
- •Built discipline in clear communication, structured documentation, and content delivery
SEO StrategyTechnical WritingData Analysis
TRTC Patna
Hardware RootsEngineering Intern
Hardware & Networking · Patna, Bihar
▸Telecom Infrastructure & Embedded Systems
- •Hands-on training in telecom infrastructure, networking switches, and hardware systems
- •Foundation experience that built systematic problem-solving skills and low-level understanding
NetworkingHardwareTelecom Protocols
Continuous Mastery
300+ Verified Credentials
Flagship nanodegrees, AI intensive programs, vendor certifications, and academic honors.
🧠
AI Programming with Python Nanodegree
Udacity
🤖
5-Day AI Agents Intensive
Google × Kaggle
🔗
Claude Code + MCP (5 certs)
Anthropic
🎓
Full Stack Development
ICT Academy, IIT Kanpur
🛰️
Remote Sensing (3 certs)
ISRO/IIRS
📜
150+ Coursera Certifications
Coursera (Google, IBM, Meta, etc.)
💼
89 LinkedIn Learning Courses
LinkedIn Learning
🏅
40+ Skillsoft Badges
Skillsoft / HCLTech
🌐
Cisco Certifications
Cisco Networking Academy
⭐
NPTEL Star + Domain Scholar
NPTEL (IIT/IISC)
Looking for a Senior/Staff AI Engineer?
I'm open to production AI engineering opportunities in India, remote, and global teams.