Data Scientist Intern @ Myntra · M.Tech CSE @ IIIT Delhi · Open to full-time roles (Jun 2026)
stackdhruv.com · LinkedIn · Google Scholar · hello@stackdhruv.com
I build production ML systems — ranking models, multimodal pipelines, and computer vision applications. Currently at Myntra on the Ads Ranking team, and conducting M.Tech thesis research at the MIDAS Lab, IIIT Delhi on vision-LLMs with reward-driven feedback.
| Period | Role | Where |
|---|---|---|
| Jan 2026 – Present | Data Scientist Intern | Myntra, Bengaluru |
| Jan 2025 – Present | Graduate Researcher (Thesis) | MIDAS Lab, IIIT Delhi |
| Jan–Aug 2024 | Jr. SDE Intern | Ishitva Robotics Systems |
Myntra — Ads Ranking
- Boosted production CTR F1 by ~6% via overhauled data ingestion and feature pipelines
- Developed scheduled Databricks / PySpark workflows for embedding generation
- Automated 80% of end-to-end ranking experimentation using custom MCP agents
MIDAS Lab — M.Tech Thesis (CGPA 8.42/10)
- Training pipeline for vision-LLMs using LoRA, reward-driven feedback, and a Mixture of Refinement Agents
- Improved inference throughput by 100+ req/s with a GPU-backed FastAPI + Celery backend
- Fine-tuned Qwen-2.5-VL-72B-Instruct for data anomaly detection on 5× H100-SXM GPUs
| Project | Highlights |
|---|---|
| Mental Health Meme Classification | Fuses LXMERT region-level vision with MentalBART figurative reasoning + 3-modal RAG pipeline · PyTorch FAISS Streamlit |
| Advanced ANPR & Face Recognition | YOLOv8 plate detection + UPSCA-attention ResNet cross-verifying driver identity against vehicle registration · National Finalist, KAVACH-23 · YOLOv8 ResNet Flask Kotlin |
| Student Dropout Analysis | School → government dashboard turning UDISE+ data into per-student ML risk scores · SSIP 2022 State Winner · Published IEEE I2CT 2024 · scikit-learn React MySQL |
| Microservices Benchmarking | 20-service DeathStarBench across Docker Compose, k3s, and GKE; rebuilt observability with Pixie eBPF when Prometheus/Jaeger failed · Kubernetes Helm wrk2 |
- Unlocking Enigmatic Pathways: Empowering Student Dropout Analysis with ML · IEEE I2CT 2024 · IEEE Xplore
- EduFace: UPSCA Architecture for Enhanced Face Recognition · Springer SNCS · Under Review
AWS Certified Machine Learning Engineer – Associate · valid Jul 2025 – Jul 2028
Microsoft Certified: Azure Data Scientist Associate · valid Jun 2024 – Jun 2027
ML / AI · PyTorch · scikit-learn · Hugging Face · OpenCV · FAISS
Infra · FastAPI · Celery · Docker · Kubernetes · Databricks · PySpark
Cloud · AWS · Azure · GCP
Languages · Python · C++ · JavaScript · SQL