Panduri Vishnu Vardhan
AI Engineer building production-grade agentic systems, LLM workflows, RAG platforms, and backend services for enterprise teams.
Current system
Oracle HCM multi-agent LLM framework
About
Production AI, grounded in backend engineering.
$ help
Commands: about, skills, experience, education, projects, contactOperator profile
AI systems engineer with backend instincts.
Explore the terminal commands to scan skills, projects, education, and contact details like a compact recruiter console.
Mission Control
Company stations, operational impact, and systems shipped.
Chennai
AI/ML Engineer
Tiger Analytics
AI Engineering
LLM systems that connect reasoning to real workflows.
AI Core
Agentic AI Systems
Multi-agent workflows for Oracle HCM, including requisition, interview, scheduler, and prospecting agents.
RAG & Retrieval
Enterprise retrieval flows using Azure AI Search, Azure AI Foundry, Oracle AI Studio, and vector systems such as Pinecone.
LLM Productization
FastAPI surfaces, orchestration, monitoring collaboration, and deployable GenAI workflows for enterprise recruiting and decision systems.
Decision Automation
Credit bureau integrations and rule-engine automation that reduced review effort, turnaround time, and underwriting exceptions.
Projects
Case-study style project work.
AI-Powered Credit Risk & Loan Decision Platform
CredWise AI
Problem
Manual credit review workflows slowed loan decisions and limited visibility for underwriting teams.
Solution
Built a 10-module Java, Spring Boot, and React platform with APIs for loan applications, authentication, analytics, and reporting.
Architecture
Layered service architecture with REST APIs, dashboard analytics, responsive fintech UI, and structured credit decision workflows.
Impact
Cut manual loan-review effort by 60%, improved workflow efficiency by 50%, and raised decision visibility and user productivity by 40%.
Challenge: Balancing decision visibility, scalable backend boundaries, and low-friction review operations.
Full-Stack System Design Simulation Platform
ScaleLab AI
Problem
System-design preparation needed realistic architecture scenarios, feedback loops, and recruiter-style assessment.
Solution
Modernized a simulation platform spanning 12 modules, 25+ features, and 10+ interactive workflows.
Architecture
AI-assisted reasoning layer, scenario engine, recruiter assessment flows, benchmark dashboards, and visual system-flow tools.
Impact
Improved interview readiness by 60%, lifted user engagement by 50%, and increased learning efficiency by 65%.
Challenge: Turning open-ended architecture reasoning into structured, interactive workflows that stay useful for interview preparation.
CNN + GPS Real-Time Safety Platform
Accident Identification and Alert System
Problem
Fleet incidents needed faster detection and alerting under real-world traffic conditions.
Solution
Built a real-time accident-detection system using CNN and GPS with automated driver and fleet-manager alerts.
Architecture
Video-processing pipeline, CNN inference, GPS context, and alerting workflow tuned for real-time operation.
Impact
Reached 96% detection accuracy across a 50+ vehicle fleet, cut emergency response time by 40%, and sustained 30+ FPS analysis.
Challenge: Maintaining inference throughput while processing high-traffic video streams.
Skill Galaxy
A systems-minded AI engineering toolkit in orbit.
Programming
AI, LLMs & ML
Frameworks & APIs
Backend
Cloud & Data
Databases & Tools
Credentials
Research, patents, certifications, and education.
Published Research
"Guava Leaf Disease Detection Using YOLOv8" published in LNEE Vol. 1211 at the International Conference on Machine Vision and Augmented Intelligence.
Plant Leaf Disease Patent
Patent: A System and Method Facilitating Detection and Prediction of Plant Leaf Diseases. IP India Application No. 202341063225.
YOLO-NAS Lung Cancer Patent
Patent: Lung Cancer Detection Using YOLO-NAS. IP India Application No. 202541010530.
Knowledge Networks Patent
Patent: Streamlining Written Content Through Knowledge Networks. IP India Application No. 202541062799.
AI Anti-Drone Patent
Patent pending: Automated AI-Based Anti-Drone System for Soft Killing.
Technical Leadership
Served as Technical Team Lead for the Microsoft Student Ambassador Club.
Competitive Programming
Solved 800+ competitive programming and data-structures problems and contributed to in-house tooling for the AI team.
Certifications
Education
B.Tech, Computer Science and Engineering
VIT University, India
2021 - 2025 / CGPA 9.41
Intermediate
Sri Viswa Junior College, Visakhapatnam
2019 - 2021 / 96.6%
Secondary School
Sri Chaitanya Techno School, Andhra Pradesh
2018 - 2019 / CGPA 9.8
Contact