Designed cost-optimization algorithms recommending the optimal cloud provider.
Built Python microservices integrated with a PostgreSQL RDBMS.
Automated cost-saving recommendations; containerized services for cloud deployment.
04
PYTHON · OPENAI · BEAUTIFULSOUP · POSTGRESQL
Built dynamic LLM-driven web-scraping agents for e-commerce sites.
Implemented retry and anti-bot evasion logic, raising scrape success rates.
Consolidated outputs into PostgreSQL for real-time business analytics.
05
PYTHON · MATPLOTLIB · NUMPY · PANDAS
Validated WAM-IPE total-electron-content predictions against LISN observations.
Authored reproducible Jupyter notebooks; published open-source validation scripts on GitHub.
// INDEPENDENT OPERATIONS3 ACTIVE · SELECT TO BOOT
01
PYTHON · BAYESIAN FILTERING · A* SEARCH · DECISION TREES
Two role-specialized agents (offense / defense) for adversarial Pacman capture-the-flag, coordinating through a shared discrete Bayesian filter that fuses sightings, noisy sonar, sight exclusion, and food-loss events to track unseen enemies.
Per-turn decision trees select subgoals; A* with a true maze-distance heuristic paths to them over a maze model precomputed at match start — multi-source BFS boundary distances and dead-end depth.
Beat the course baseline 100/100 games with a +20 average score, beat the prior implementation (RL-tuned reflex agent) 74% of the time.