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Ashmeen KaurAK
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Ashmeen Kaur

@ashmeenkaur

I'm building distributed backend systems and machine learning applications that deliver measurable results.

India
Message

I built SchedulerAI Orchestrator, an LLM-driven distributed scheduler that cut load imbalance by 49.7% across eight nodes. I implemented consistent hashing, token rings, leader election, and runtime scheduling strategy swaps.

I deployed the system on Render with Docker, FastAPI, WebSocket telemetry, and a React dashboard, while keeping API keys server-side through an LLM proxy.

For SAARTHI, I architected the backend for a team productivity app, including a nine-state task lifecycle, conflict detection, and triage scheduling. I also trained XGBoost and LightGBM stress-scoring models to AUC 0.99 and 0.95.

As a research intern at Thapar Institute of Engineering and Technology, I built a Python pipeline processing 50 GB of satellite imagery daily and shipped an LSTM model for crop-cycle prediction. I also work with federated intrusion detection, sustaining 97%+ accuracy across non-IID client data.

Experience

Work history, roles, and key accomplishments

TT

Research Intern

Thapar Institute of Engineering and Technology

Jun 2025 - Jul 2025 (1 month)

Built an automated ingestion pipeline processing 50 GB/day of multi-source satellite imagery in Python. Shipped an LSTM remote-sensing model predicting crop-cycle shifts at R = 0.88 on a held-out test set.

Education

Degrees, certifications, and relevant coursework

Thapar Institute of Engineering and Technology logoTT

Thapar Institute of Engineering and Technology

Bachelor of Engineering, Electronics and Computer Engineering

2023 -

Grade: 8.42 CGPA

Pursuing a Bachelor of Engineering in Electronics and Computer Engineering with a CGPA of 8.42, expected to graduate in June 2027.

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