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blurred-machine

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My personal GitHub Overview page. This page consists of most of the information about me with all the required links to reach out to my public portfolios.

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# Paras Varshney

**`Sr. Data Scientist · Kaggle Master #68 · AI Educator`**

</div>

---

### About

Sr. Data Scientist at **Fidelity Investments** · Previously at **LogicAI** & **IISc Bangalore** · MS Data Science, **Northeastern University Boston**

Working at the intersection of deep learning, physiological signal processing, and acoustic sensing. Building AI that matters.

- 🏎️ Research: *F1 Driver Mind-Wandering via Transformers* — 35% perf boost over LSTM baseline
- 🌊 Research: *Ocean Acoustic Ecosystem Sensing* with hydrophone arrays
- 🎖️ Speaker @ **NVIDIA GTC AI '21** · **ODSC West '22** · **EAI Career Fair, NEU**
- 🥇 **Kaggle Master #68** · ZbyHP Global Data Science Ambassador
- 🏆 Spearheaded **KaggleDays × Z by HP Global Championship** — 13 meetups, 12M+ community
- 🎓 President, **Data Science Hub** @ Northeastern University
- 🧑‍🏫 **Kaggle BIPOC Mentor** · 1:1 mentorship on DS/ML/AI via [Topmate](https://topmate.io/blurred_machine)
- ✍️ Writing on [Medium](https://medium.com/@blurred-machine) · [Substack](https://blurredai.substack.com) · [Instagram @blurred_ai](https://www.instagram.com/blurred_ai)
- 🌐 [parasvarshney.com](https://parasvarshney.com)
- 🧩 Speedcuber **< 40s** · Guitarist · Avid Hiker

---

### Experience

```
💼  Sr. Data Scientist        Fidelity Investments          Boston, MA
💼  Data Scientist            LogicAI                       Remote
🔬  Graduate Researcher       Northeastern University        Boston, MA
💼  Data Science Intern       Beyond Limits (NASA/JPL)       LA, CA
🔬  Research Intern           IISc Bangalore                 India
```

---

### Research Focus

```python
interests = [
    "Physiological Signal Processing (EEG, Transformers)",
    "Ocean Acoustic Sensing & Hydrophone Arrays",
    "Computer Vision & Medical Image Analysis",
    "LLMs & Generative AI",
    "Competitive ML / Kaggle",
]
```

---

### Key Highlights

| 🏅 Achievement | 📌 Detail |
|---|---|
| Kaggle Master | Ranked **#68** globally |
| KaggleDays × Z by HP | Led **13 global meetups**, 12M+ DS community |
| Smart Attendance System | **97.5%** facial recognition accuracy on 5000+ students |
| F1 Mind Wandering Research | **35%** performance boost over RNN/LSTM baseline |
| HackerEarth ML Challenge | Top **30 / 5100+** participants |
| CBSE Board | **Rank 1** across all branches |

---

### Tech Stack

ML / AI &nbsp;
<img src="https://img.shields.io/badge/Python-3776AB?style=flat-square&logo=python&logoColor=white" />
<img src="https://img.shields.io/badge/PyTorch-EE4C2C?style=flat-square&logo=pytorch&logoColor=white" />
<img src="https://img.shields.io/badge/TensorFlow-FF6F00?style=flat-square&logo=tensorflow&logoColor=white" />
<img src="https://img.shields.io/badge/scikit--learn-F7931E?style=flat-square&logo=scikitlearn&logoColor=white" />
<img src="https://img.shields.io/badge/OpenCV-5C3EE8?style=flat-square&logo=opencv&logoColor=white" />
<img src="https://img.shields.io/badge/Pandas-150458?style=flat-square&logo=pandas&logoColor=white" />
<img src="https://img.shields.io/badge/HuggingFace-FFD21E?style=flat-square&logo=huggingface&logoColor=black" />

Cloud &nbsp;
<img src="https://img.shields.io/badge/AWS-232F3E?style=flat-square&logo=amazonaws&logoColor=white" />
<img src="https://img.shields.io/badge/GCP-4285F4?style=flat-square&logo=googlecloud&logoColor=white" />
<img src="https://img.shields.io/badge/Docker-2496ED?style=flat-square&logo=docker&logoColor=white" />
<img src="https://img.shields.io/badge/Kubernetes-326CE5?style=flat-square&logo=kubernetes&logoColor=white" />
<img src="https://img.shields.io/badge/Kafka-231F20?style=flat-square&logo=apachekafka&logoColor=white" />
<img src="https://img.shields.io/badge/Hadoop-66CCFF?style=flat-square&logo=apachehadoop&logoColor=black" />

Databases &nbsp;
<img src="https://img.shields.io/badge/PostgreSQL-4169E1?style=flat-square&logo=postgresql&logoColor=white" />
<img src="https://img.shields.io/badge/MongoDB-47A248?style=flat-square&logo=mongodb&logoColor=white" />
<img src="https://img.shields.io/badge/MySQL-4479A1?style=flat-square&logo=mysql&logoColor=white" />

Languages &amp; Tools &nbsp;
<img src="https://img.shields.io/badge/C++-00599C?style=flat-square&logo=cplusplus&logoColor=white" />
<img src="https://img.shields.io/badge/Java-ED8B00?style=flat-square&logo=openjdk&logoColor=white" />
<img src="https://img.shields.io/badge/Linux-FCC624?style=flat-square&logo=linux&logoColor=black" />
<img src="https://img.shields.io/badge/Git-F05032?style=flat-square&logo=git&logoColor=white" />
<img src="https://img.shields.io/badge/MATLAB-0076A8?style=flat-square&logo=mathworks&logoColor=white" />

---

### Connect

📬 blurredai.collab@gmail.com &nbsp;

---

<div align="center">
Open to collaborations · Kaggle competitions · Speaking · AI/ML Mentorship · Instagram/Youtube Collaborations 
</div>

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