AI-Native Delivery Control Tower
Built a local-first delivery control tower with agent planning, patch generation, risk scoring, policy gates, canary signals, and rollback handling
software engineer / applied ai builder
PradeepRamola
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Full-stack engineer turning production systems experience into AI-native software
MS Computer Science student at University at Buffalo, previously shipped enterprise applications at NEC Software Solutions across backend workflows, APIs, UIs, cloud deployment, and incident response
proof of work
- 4 yrs
- production engineering
- 50+
- UK police forces supported
- 20K+
- enterprise users supported
- AI
- LLMs, vision, NLP
selected work
Projects with a backbone
TinyGPT: Character-Level GPT
Built a 145K-parameter decoder-only GPT from scratch with causal multi-head self-attention and advanced training techniques
Vision Transformer for CIFAR-10 Classification
Implemented Vision Transformer from scratch with advanced attention analysis and ablation studies
BERT Fine-Tuning for Hate Speech Classification
Fine-tuned BERTweet for multi-class hate speech classification with LoRA and fairness analysis
Victor AI - Agentic AI Assistant for International Students
Built during IBM Hackathon 2026 with multi-agent workflows and tool integration
BrailleSense - Real-Time Accessibility Translator
Built during UB Hacking 2025 as a real-time speech, text, and video to Braille translator
experience
Real systems, real scale
Full Stack Software Engineer
NEC Software Solutions
June 2021 - July 2025
- >Resolved 30+ high-priority production incidents and reduced MTTR by 20%
- >Optimized backend batch workflows processing 10,000+ daily records, reducing runtime from 3 days to 5 hours
- >Developed 20+ API endpoints and UI screens to improve system reliability
- >Built core modules such as Activity Requests, Authorisation, Administration, Overtime Generation, TOIL Balance Calculation, and Payment Calculation
- >Built web and mobile screens using Ext JS, .NET Framework, and PL/SQL
- >Developed CSV/Excel export tools for 50,000+ officers across 20+ UK police forces
.NET Core.NET FrameworkAngularExt JSSQL ServerAzureC#JavaScriptPL/SQLCI/CDDocker
stack
Tools I can ship with
Languages
PythonJavaC#JavaScriptTypeScriptC++SQL
Frontend
ReactAngularExt JSTailwind CSSHTMLCSSNext.js
Backend
.NET Core.NET FrameworkSpring BootREST APIsMicroservicesNode.js
AI / ML
PyTorchHugging Face TransformersOpenCVScikit-learnPandasNumPyLLMsFine-TuningLoRAPEFTRAGAgentic AINLPComputer VisionTransformer ArchitecturesLangGraphLangChainVector Databases
Databases
Microsoft SQL ServerPL/SQLPostgreSQLOracle 12cMongoDB
Cloud & DevOps
AzureAWSDockerGitSVNCI/CDPostmanJira
Practices
AgileScrumTDDCode ReviewRCAKT SessionsSystem Design
profile
Senior energy, student curiosity
Now
MS Computer Science student at University at Buffalo, focused on deep learning, LLMs, NLP, computer vision, and agentic AI
Before
Full Stack Software Engineer at NEC Software Solutions, building enterprise systems used by public-sector teams at scale
Edge
Comfortable across product UI, backend workflows, database tuning, cloud deployment, incident response, and ML experimentation
contact
Want to build something real?
I am open to software engineering, full-stack, AI/ML, research, internship, and full-time roles Email is the fastest path