I'm a final-year Mathematics & Computing student (Rank 1 in my department) who works in the space between a research paper and a production system — training models that hold up under distribution shift, and shipping the pipelines that carry them.

My work spans multilingual & code-mixed NLP, model robustness, edge AI, and multi-agent LLM systems. I care about honest metrics, reproducible experiments, and software that keeps working after the demo ends. Three of my projects have turned into peer-reviewed publications; many more live in the repos below.

role:        ML researcher & systems builder
education:   B.Tech Mathematics & Computing · RGIPT (Rank 1) · 2022–2026
focus:       robustness · evaluation · multilingual NLP · agentic systems
publications: 3  (ESWA · CASML · ICDM)
principle:   honest metrics  >  hero numbers
open to:     research-associate / applied-scientist roles · 2026
location:    Hapur, India  ·  open to relocation

• Proscend Communications India — Edge-AI & Video Analytics Intern (B.Tech Thesis) · Feb–May 2026 Built Edge-VCA, a CPU-only video-analytics pipeline (YOLOv8-Nano + a custom tracker) hitting 24.5 FPS at 185 MB RAM — replicating and extending a commercial surveillance system.
• Polka Labs · Polkassembly (Singapore) — AI Developer Intern, Remote · May–Nov 2025 Shipped multi-platform governance & persona bots — multi-agent LLM voting, a 9-agent persona factory, Mem0 long-term memory — and designed a multimodal RAG memory architecture.
• IIM Shillong — Research Analyst Intern, Remote · May–Dec 2025 Explainable-AI pipelines (SHAP / LIME / attention) over XGBoost & LightGBM, with Tableau dashboards and stakeholder-facing model interpretation.
• _{Earlier AI/ML internships (2024): AspireNex, Lizmotors, Sambin — applied ML tasks, model building, and data pipelines.}

• Rajiv Gandhi Institute of Petroleum Technology (RGIPT) — B.Tech, Mathematics & Computing + Minor in Business Consulting · 2022–2026 · Rank 1, Dept. of Mathematical Sciences.
• Delhi Public School, Hapur — CBSE · Class XII 90.67%, Class X 96.80%.

_{➕ event extraction & cross-lingual transfer · recsys + off-policy eval · uncertainty estimation · industrial anomaly detection — see all repos.}

Languages
ML / DL
NLP / CV	XLM-R MuRIL Whisper CLIP YOLOv8 RAG
Systems	FAISS Streamlit GitHub Actions
Data	Power BI XGBoost LightGBM stats & A/B testing

• 🥇 Rank 1 — Department of Mathematical Sciences, RGIPT
• 🎓 MCM Scholarship (merit-cum-means)
• 🧠 National Policy Hackathon 2024 — Finalist (IIM Calcutta & IIFT Kolkata)
• 🌊 FloodAI Hackathon — Finalist (IIT Gandhinagar)
• 📈 JEE Advanced 2022 (top ~1.5 percentile) · GATE 2026 (Data Science & AI) qualified
• ⭐ 3★ CodeChef · 🤝 Gyanarpan Teaching Volunteer (56 hrs)

I'm open to research-associate and applied-scientist roles (2026), research collaborations in robustness / multilingual NLP, and interesting problems in applied ML.

📮 eishaankhatri@gmail.com · 🌐 Portfolio · ✍️ Blog · 💼 LinkedIn · 🎓 Scholar

_{✦ Robustness over leaderboard chasing. Honest metrics over hero numbers. ✦  |  Beyond code: anime, lofi, and the occasional AI-made song. ✦}