"Decrypting complex problems, one line of code at a time." 💻✨
🤖 Enterprise RAG Research & Production Lab
An enterprise-grade research laboratory demonstrating competence across Research → Engineering → MLOps → Cloud → Security → Evaluation → System Design → Production. Features multi-tenant RLS vector search, hybrid BM25 + Cross-Encoder reranking, multi-provider LLM gateway, prompt injection guardrails, Prometheus telemetry, and automated CI/CD evaluation gates.
🔗 Repository: ayushmandas29/RAG-Research-Lab
🛡️ High-Stakes Fraud Detection Neural Network
Optimized deep neural network architecture via hyperparameter tuning to boost accuracy by 28% and reduce convergence time by 30%. Scaled the model as a Dockerized microservice on GCP via CI/CD, preventing potential annual fraud losses of $2.5M.
📄 Intelligent ATS Resume Optimizer
A web-based ATS optimization engine allowing direct file uploads (PDF, DOCX, PPTX) to extract skills, identify job description gaps, and provide one-click ML-driven improvements.
| Total Commits: 960 |
Pull Requests: 0 |
Reviews: 0 |
Stargazers: 20 |
| Longest Streak: 159 days |
Current Streak: 0 days |
Active Days: 223 |
Consistency: 61.1% |
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