Skip to content
View addyvantage's full-sized avatar
🎯
Focusing
🎯
Focusing

Block or report addyvantage

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
addyvantage/README.md

Hi, I'm Aditya 👋

📍 New Delhi, India | 🤖 Applied AI Systems Engineer & GenAI Reliability Specialist | 🚀 Data Science Enthusiast

Python TypeScript SQL FastAPI Next.js PostgreSQL Redis Docker Grafana RAG LLM

Passionate about building robust AI infrastructure for reliable GenAI applications. From hallucination auditing to bias-free hiring platforms, I engineer systems that scale with integrity. Currently in my final year at KIIT, pushing the boundaries of applied AI.

Education & Experience

  • Kalinga Institute of Industrial Technology (KIIT) | B.Tech in Computer Science & Systems Engineering | 2022–2026
  • Data Analytics Intern | National University of Singapore | Jun–Jul 2025
    • Conducted EDA on 10k+ Airbnb records, boosting prediction accuracy by 12%.
    • Automated Python workflows, reducing errors by 20–25%.
    • Deployed Power BI dashboards for efficient analysis.
  • Data Science Intern | Sukrit Technologies Pvt. Ltd. | 2025
    • Developed SQL-based analytics and automated reporting pipelines.

Current Projects

  • 🛡️ Epistemic Audit Engine - Claim-level LLM reliability auditing service for long-form outputs. Features claim extraction, evidence retrieval from Wikidata/Wikipedia, verification, and risk aggregation. Includes a FastAPI backend, Next.js UI, deterministic evaluation harness, and append-only logging for internal datasets.
  • ⚖️ FairHire-AI - Resume intelligence platform analyzing hiring bias. Multi-service architecture with Next.js frontend, FastAPI backend, PostgreSQL/Redis storage, and RQ workers for async jobs. Includes Docker Compose setup, Prometheus metrics, and Grafana dashboards for monitoring.
  • 🔍 DealLens AI - M&A screening platform with API and worker runtime. Monorepo using Next.js, FastAPI, Celery workers, Redis/PostgreSQL. Hardened for production with retries, structured logging, metrics, and health/readiness endpoints.
  • 📈 Dynamic Pricing Decision Simulator - Strategy evaluation platform for pricing under uncertainty. Full simulation runner with Next.js dashboard for comparisons, showing ~4–5% revenue lifts vs. static policies.

GitHub Activity

Aditya's GitHub Stats
Top Languages
Contribution Graph

What I'm Doing

  • Engineering AI Reliability - Developing tools for GenAI auditing, bias detection, and scalable infrastructure.
  • Internship Insights - Applying data analytics and ML from NUS and Sukrit to real-world projects.
  • Rapid Prototyping - Building full-stack AI systems with FastAPI, Next.js, and containerized deployments.
  • Learning & Contributing - Exploring RAG, embeddings, vector retrieval, and observability in AI workflows.

Connect

Twitter LinkedIn Email GitHub


Recognition

  • NUS Internship Achievements - Improved model accuracy by 12% and reduced defects by 25% through feature engineering and automation.
  • KIIT B.Tech Project Highlights - Focused on AI systems engineering with emphasis on reliability and scalability.
  • Open Source Contributions - Building production-grade AI tools with modern stacks for community use.

Philosophy

"Reliability first in AI – because trust is the ultimate metric." I focus on systems that not only perform but verify, audit, and scale ethically.

Summary: Random Facts

  • Final-year student balancing academics with hands-on AI internships.
  • Powered by coffee and code marathons.
  • Enthusiast for ethical AI and bias mitigation.
  • Always experimenting with new tools like Celery, RQ, and Grafana.

Pinned Loading

  1. Epistemic-Audit-Engine Epistemic-Audit-Engine Public

    A research-grade epistemic auditing engine for analyzing and risk-scoring LLM outputs, with claim-level verification, evidence linkage, and hallucination detection.

    Python 2

  2. fairhire-ai fairhire-ai Public

    Production-style async resume analysis platform using FastAPI, Redis, and RQ workers to decouple LLM-backed document processing from synchronous API request paths, with Prometheus/Grafana-based run…

    Python 1

  3. DealLens-AI-MA-Screener DealLens-AI-MA-Screener Public

    DealLens – An AI-powered M&A deal screener that automates investment banking workflows. Combines financial ratio screening, NLP on news & filings, synergy detection, and backtesting to identify acq…

    Python 1

  4. dynamic-pricing-decision-simulator dynamic-pricing-decision-simulator Public

    Simulation-based decision support system for evaluating dynamic pricing strategies under demand uncertainty and capacity constraints, with policy benchmarking via an interactive Next.js executive d…

    Python 1