Hi, I'm Surya Prakash.

A Master of Data Science graduate turning complex data into systems people can trust. I specialize in Machine Learning, Data Engineering, and building Full-Stack AI Products.

Selected Projects

Under Construction

CitationGuard

June 2026

Goal

Catch LLM hallucinations by verifying cited academic papers against live databases.

Role

Built parallel querying engines and fine-tuned classification models to detect subtle AI text patterns.

Stack

Python DeBERTa LoRA PubMed API
GitHub Repository ↗

SmartCV

June 2026

Goal

Locally tailor CVs to job descriptions, score ATS compatibility, and export natively to DOCX.

Role

Engineered full-stack architecture and an iterative GPT-4 scoring loop, ensuring zero cloud processing.

Stack

React 18 Flask GPT-4 Node.js
SmartCV Homepage
Job Input: Paste the job description to begin the tailoring loop.
SmartCV Profile Dropdown
Profile Management: Renaming and organizing different applicant profiles.
SmartCV Active Profile
Profile Selection: Quickly switch between base CV profiles for different roles.
SmartCV Tailoring Process
Tailoring Engine: Iterative multi-pass keyword injection and formatting.
SmartCV ATS Scores
ATS Scoring: Comparing keyword match and structure before and after.
SmartCV Gap Analysis
Insights Panel: AI-driven gap analysis highlighting missing technical skills.
SmartCV Resume Diff
Changes Diff: Transparent view of injected keywords and reordered skills.
SmartCV DOCX Export
Native Export: Downloading the fully formatted, ATS-friendly Word document.
Live Application ↗ GitHub Repository ↗
Password: FetchmyCV@2026

HardStaff Connect

March – June 2026

Goal

Help QLD/NSW teachers explore rural placements, compare financial incentives, and view regional benefits.

Role

Built end-to-end data pipelines, designed database schemas, and optimized spatial matching algorithms.

Stack

Vue 3 FastAPI PostgreSQL AWS
HardStaff Home
Landing Page: Welcoming Australian teachers to rural opportunities.
HardStaff Preferences
Preferences: Calculating exact payouts based on user experience and dependants.
HardStaff Map Explorer
Map Explorer: Visualizing school locations and localized incentive amounts.
HardStaff Incentive Breakdown
Incentive Breakdown: Itemized view of rental subsidies and retention benefits.
HardStaff Neighbourhood Summary
AI Neighbourhood Summary: Evaluating lifestyle upsides and regional challenges.
HardStaff School Details
School Details: Grading local healthcare, safety, and educational infrastructure.
HardStaff School Comparison
Comparison Tool: Side-by-side analysis of multiple rural placements.
Live Application ↗ GitHub Repository ↗
Username: user
Password: hardstaff@2026

Core Skills

ML & AI

  • NLP
  • PyTorch
  • scikit-learn

Engineering

  • Python · FastAPI
  • React · Vue 3
  • PostgreSQL · SQL
  • PySpark · Kafka
  • Docker · AWS Amplify

Data & Operations

  • Pandas
  • GitHub · CI/CD