ARCHITECTING AUTONOMOUS
INTELLIGENCE.
Engineering end-to-end Agentic AI workflows, high-precision Computer Vision pipelines (YOLOv11), and explainable predictive models that reduce operational latency and maximize decision throughput.
Domains of Technical Mastery
Harmonizing mathematical machine learning foundations with high-throughput production deployment engineering.
Autonomous Agentic Workflows & RAG
Architecting multi-agent orchestrations with CrewAI and LangGraph. Building resilient Retrieval-Augmented Generation systems that transform complex unstructured market intelligence into synthesized executive insights.
High-Performance Computer Vision
Zero-latency multimodal perception engines powered by YOLOv11, Florence-2, and OpenCV. Capable of real-time defect localization and natural language scene reasoning at 30+ FPS.
Explainable AI (XAI)
Demystifying complex ensemble models via SHAP feature importance analysis and transparent decision attribution for high-risk fraud analytics.
Full-Stack AI Deployment & MLOps
Bridging the gap between prototype and scale. Building reactive web platforms and APIs with Next.js, React, FastAPI, Flutter, and Docker containerization backed by CI/CD automation.
Precision Engineering Framework
Eliminating guesswork from conceptualization to containerized production inference.
Ingest & Vectorize
Architecting robust data pipelines to extract, clean, parse, and embed unstructured multimodal inputs into optimized vector indices for semantic retrieval.
Architect & Train
Developing neural graph agents, training vision classifiers (YOLOv11), and validating predictive accuracy against rigorous ROC-AUC and F1-score benchmarks.
Deploy & Monitor
Encapsulating models within Docker containers, deploying microservices via FastAPI/Streamlit, and configuring CI/CD pipelines with real-time drift telemetry.
Engineered For Measurable Impact
A curated selection of machine learning architectures, autonomous agent workflows, and full-stack systems.
AgentForge — AI Workflow Platform
Enterprise-grade autonomous workflow platform combining deterministic multi-agent execution, Next.js frontend, FastAPI backend, PostgreSQL, and Qdrant vector search with live agent execution visualization.
AllerGuard AI — Allergen Screening & Audit
Explainable hybrid food-label allergen screening and consistency-auditing system combining EasyOCR, curated allergen knowledge graphs, and neural multi-label classification using TensorFlow and FastAPI.
FocusGuard AI — Drowsiness Detector
Real-time driver fatigue accident prevention engine tracking 468 facial landmarks via MediaPipe Face Mesh and calculating Eye Aspect Ratio (EAR) logic with instantaneous auditory and visual alarm triggers.
FlixMate — AI Movie Platform
Production-grade movie booking and personalization platform integrating behavioral AI recommendation algorithms, 3D seat scheduling math, atomic PostgreSQL checkouts, and surge pricing.
Student Support AI System
Comprehensive student success platform integrating RAG course-material Q&A, predictive machine learning models for GPA forecasting, personalized study schedules, and faculty analytics.
Stock Price Trend Predictor
Production-grade ML forecasting system predicting market trend direction using time-series feature engineering, bull/bear regime detection, XGBoost, and SHAP model explainability.
SMART-PARKAI — Space Booking
Intelligent vehicle parking reservation platform with Spring Boot REST API, PostgreSQL, JWT security, QR booking verification, and a live React/Vite slot occupancy telemetry dashboard.
Kairos AI — Study Momentum System
Adaptive AI study momentum engine built on Google Gemini helping students eliminate procrastination and burnout through cognitive load breakdown, task decomposition, and recovery tools.
AuraFitness — Predictive Health Suite
Premium fitness intelligence platform featuring computer vision exercise form analysis, metabolic calorie estimators, intelligent predictive workout generators trained on 10,000+ entries, and unified gym management.
Query the Neural Core
Execute cybernetic shell commands to probe Upamada's system parameters, background, and availability.
Type 'help' to see valid telemetry commands, or click any prompt below.
Investigative Computer Science
Grounding theoretical algorithms in empirical real-world validation.
Smart Shuttle AI System Research
Engineered a deep learning-based dynamic graph routing simulation for campus transit scheduling, benchmarking an empirical 22% reduction in peak-load passenger wait times. Source code and curated simulation dataset published openly on GitHub.
Barriers to Learning Programming
Analyzed syntax comprehension bottlenecks in 1st-year undergraduates using Abstract Syntax Tree (AST) pattern recognition to design automated pedagogical interventions; formally submitted for departmental academic review.
The Engineering Matrix
Comprehensive breakdown of computational frameworks, languages, and containerized deployment tooling.
AI, Frameworks & Libraries
Core Languages
Tools, MLOps & Platforms
Education & Community Impact
Academic rigor combined with large-scale organizational leadership.
Academic Background
Current 3rd Year • Cumulative GPA: 3.2 / 4.0 | Recent Semester GPA (Y2S2): 3.6 / 4.0.
Coursework: Advanced ML, Deep Learning, Computer Vision, NLP, Data Structures & Algorithms (DSA), Database Management Systems (DBMS).
Executive Leadership & Activities
Spearheaded operations and community initiatives, driving a 150% surge in active student engagement and competitive e-sports leagues.
Directed an organizational committee of 15 members to execute SLIIT's premier gaming fest for over 500+ attendees and industry partners.
Official liaison bridging student queries and faculty leadership for academic coordination.
Initialize
Transmission.
Available for Machine Learning Engineering & AI Internships, research collaborations, or technical consultancy. Let's engineer something extraordinary together.