Hi, I’m Anuj
Software Developer & Researcher building simulation + ML systems, reliable pipelines, and production-grade tooling.
About
What I do
I build robust systems end-to-end: simulation infrastructure, ML experimentation workflows,
and web apps that ship cleanly. I care about observability, debuggability, and reliability.
Experience
Selected roles
Software Developer & Researcher
Georgia State University • Atlanta, GA
Aug 2025 – Present
- Build SUMO-based traffic simulation infrastructure to evaluate traditional vs RL-based signal control across realistic city networks.
- Operate GPU-backed AWS EC2 instances for long-running training jobs; add monitoring, logging, and restart logic to keep experiments stable.
- Develop automation scripts to run multi-seed experiments, aggregate metrics, and surface regressions in model performance.
- Create internal debugging workflows to identify silent failures in RL agents and environment configuration.
Python Developer & Researcher
Evidence-Based Cybersecurity Lab • Atlanta, GA
Apr 2023 – Apr 2024
- Engineered automated pipelines to process 100k+ text and image artifacts on AWS GPU instances for fraud and threat analysis.
- Hardened ingestion with retry logic, rate-limit handling, and structured logging to debug scraping and API failures.
- Built LLM-powered internal tools to flag malformed/corrupted inputs, reducing manual triage.
- Authored runbooks for data collection, pipeline recovery, and reproducible experiments.
Web Applications Developer
EPIC Pollitik Lab • Atlanta, GA
Jan 2023 – Apr 2023
- Developed Python scrapers to collect executive approval data from 45+ countries into standardized datasets.
- Implemented backoff, checkpointing, and error logging to reduce interruptions and manual restarts.
Web Application Security Researcher
Bugcrowd • Remote
Jul 2018 – Feb 2019
- Identified OWASP Top 10 vulnerabilities (XSS, IDOR, CSRF) in production systems (e.g., Netflix, Canva, Fitbit) using Nmap, jSQL, Burp Suite.
- Delivered repro-ready reports with impact analysis and remediation recommendations.
Projects
Builds I’d show in an interview
Agentic AI Calling & Voicemail System
AWS Connect • Lambda • Python
- Distributed calling system using an OpenAI-based agent inside AWS Connect flows.
- Observability via structured logs/metrics; retry/backoff to improve reliability.
Multimodal Scraper & ETL Pipeline
Python • SQL • Google Vision • OpenAI
- Scrapes social media, extracts text from images, and enriches using LLMs.
- Validation + error categorization + SQL persistence so bad records are isolated and inspectable.
Skills
What I actually use
Languages
Cloud & Infra
Security & Tooling
Education
Georgia State University
Georgia State University (Honors College)
B.S. Computer Science • Atlanta, GA
Expected Apr 2026
Relevant coursework: DSA, Operating Systems, Systems Programming, Computer Networks,
Big Data Programming, Software Development, Fundamentals of Data Science.
Focus Areas
- Reliable ML experimentation: multi-seed runs, metric aggregation, regression detection.
- Systems + infrastructure: monitoring, logging, restart logic, sandboxing.
- Security mindset: root-cause analysis + remediation-oriented reporting.
Contact
Links: