Ram.
AI Product Engineer · KTP Associate
I build intelligent systems that reason, scale, and perform under pressure.
Turning research papers into production systems — that's my thing.
Now a KTP Associate & AI Product Engineer with Ulster University & The Odyssey Trust in Belfast.
Bridging AI Research & Enterprise Engineering
MSc Big Data & HPC · Open to PhD in AI/ML
Open to Senior AI Engineer roles
KTP Associate — AI Product Engineer
Ulster University & The Odyssey Trust · Belfast, UK
June 2026 – Present
A Knowledge Transfer Partnership bridging academic AI research at Ulster University with real-world AI product development at The Odyssey Trust.
Tech Arsenal
7 domains · 50+ tools
Python
JavaScript
TypeScript
TensorFlow
PyTorch
Docker
Kubernetes
FastAPI
Node.js
PostgreSQL
MongoDB
Redis
LangChain
HuggingFace
Azure
AWS
OpenAI
Spark
Kafka
Airflow
Pandas
Terraform
Flask
Express
Databricks
Elasticsearch
scikit-learn
OpenCV
Bash
MySQL
Power BI
Tableau
Copilot StudioAI / LLM & Agentic
Languages
ML Frameworks
Backend & APIs
Cloud & DevOps
Data & Governance
Microsoft Power Platform
Featured Work
Architecting intelligent platforms from research theory to scalable enterprise code.
DevVerse — The AI Metaverse
3D metaverse that converts GitHub profiles into virtual interactive worlds with VR, WebRTC voice, and AI-generated spatial assets. Fuses social networking, spatial computing, and generative AI.
Face Super-Resolution Identity Preservation
Empirical audit of facial identity preservation across SOTA super-resolution models on 3,000 FairFace samples. Quantified identity drift via ArcFace embedding cosine similarity.
QueenAI Enterprise
Multi-agent customer service system fusing LangGraph orchestration with ANT bio-inspired swarm intelligence for adaptive, self-healing enterprise AI workflows.
Digital Twin for Autonomous Driving
D2RL edge-case reinforcement learning simulation in CARLA for autonomous vehicle safety validation. Combines domain randomisation with deep RL for rare-scenario coverage. (MSc Dissertation)
RunFit
Gamified, social, map-based running app targeting Gen Z in India. Blends fitness tracking, social challenges, and interactive city maps into a habit-forming mobile experience.
Experience & Education
KTP Associate — AI Product Engineer @ Ulster University & The Odyssey Trust
Knowledge Transfer Partnership bridging academic AI research with applied product development. Building LLM-powered and intelligent systems under university supervision in Belfast.
Freelance GenAI Specialist @ Pareto.AI
Built LLM-powered RAG APIs and generative AI pipelines for enterprise clients — vector search, document intelligence, and multi-modal workflows.
Data & AI Support Associate @ DWP (UK Government)
Engineered Azure AI platforms serving millions of citizens: Azure OpenAI & Copilot Studio deployments, Power Automate pipelines, and Databricks data engineering at government scale.
MSc Big Data & High Performance Computing @ University of Liverpool
Dissertation: Digital Twin for Autonomous Driving — D2RL edge-case reinforcement learning simulation in CARLA for safety validation.
ML Consultant @ Mars Inno India
Machine learning consulting and model development for early-stage technology products.
B.Tech Computer Science & Engineering @ GVP College of Engineering
Foundation in algorithms, data structures, software engineering, machine learning, and computer vision.