name: Amogh Gupta
role: MS in Computer Science, UNC Chapel Hill (Aug 2025 – May 2027)
research:
- Prof. Snigdha Chaturvedi — LLM Alignment
- Dr. Neil Gaikwad — Socially Responsible AI
teaching:
- TA · DATA 520 — Research Methods for Socially Responsible AI
- ASPSA · Athlete Student Tutor — Math, COMP, DATA 110
undergrad: B.Tech CSE, IIIT Pune · CGPA 9.22 · top 3 / 175
honors: Honors in ML — 1st in batch (CGPA 9.75) · sole 10/10 SGPA, sem 7
┌──────────────────────────┐
│ RESPONSIBLE AI / NLP │
└────────────┬─────────────┘
│
┌──────────────────────────┬───────────┼───────────┬──────────────────────────┐
│ │ │ │ │
▼ ▼ ▼ ▼
┌───────────────┐ ┌───────────────┐ ┌───────────────┐ ┌───────────────┐
│ MULTILINGUAL │ │ AUDITING │ │ AI POLICY │ │ RED-TEAM │
│ ALIGNMENT │ │ INTERSECTNL │ │ SYSTEMS │ │ & SAFETY │
│ │ │ BIAS │ │ │ │ │
│ post-training │ │ lang · caste │ │ 4000+ docs │ │ jailbreaks │
│ + inference │ │ · country │ │ knowledge │ │ across 6+ │
│ manipulation │ │ FAccT '26 ✓ │ │ graph │ │ LLMs │
└───────────────┘ └───────────────┘ └───────────────┘ └───────────────┘
︎︎ Expand active projects
① Multilingual Alignment of LLMs — Aligning model behavior and reasoning across languages to reduce cultural bias. Post-training + inference-time manipulation at different layers of the stack.
② AI Policy & Engineering Education — A knowledge-graph-backed chatbot over 4,000+ policy documents spanning jurisdictions worldwide. Simulating and enforcing AI policy decisions. Studying how AI exposure shapes engineering students' learning patterns. Demo available on request.
③ Language, Caste & Context in AI Explanations — Demographic disparities in AI-generated explanations across Indian & American STEM education. → accepted at FAccT 2026.
| Jan – Jun 2025 Mumbai |
Nomura · Software Engineering Intern Shipped an internal budgeting & financial-planning platform used across teams. Closed 40+ JIRA tickets in 6 months — perf, bugs, UX. React front-end, Spring Boot services, Jenkins CI/CD, SQL, Agile. |
| Aug – Dec 2024 California · Remote |
AIAssistant (Startup) · Backend Intern Voice & agentic AI. Built client-demo prototypes on FastAPI + Twilio + Deepgram + ElevenLabs — call summarization, healthcare assistants, lead-gen voice bots. |
| May – Aug 2024 Pune |
Ernst & Young · Data & GenAI Intern GenAI solutions for Fortune-100 clients. Built a RAG pipeline over 10,000 docs and engineered metadata filters that narrowed retrieval from 10,000 → 50 candidates — a 200% search-efficiency lift. |
| Apr – Aug 2024 IIT Kharagpur |
IIT Kharagpur · Research Intern — Prompting & LLMs Red-teamed ChatGPT, Gemini, Nous-Hermes, Mixtral-Instruct, Cohere Coral & more using custom multilingual prompts. Cross-evaluated jailbreak outputs with multiple HuggingFace sentiment models. Wrote automated Python eval harnesses. |
| Jan – Apr 2024 IIT Indore |
IIT Indore · Research Intern — NLP Extracted critical information from disaster tweets — compressed 3,000 tweets → 40 most-critical using LLMs + integer linear programming. Also built a flood-detection pipeline with segmentation for improved classification. |
| Jul – Aug 2023 Hyderabad |
DRDO · RCI · Machine Learning Intern Log analysis & anomaly detection across 1M+ logs with One-Class SVM, K-Means, Isolation Forests — reduced outliers to the hundreds. Used Splunk + Kafka. PoC presented to senior scientists for production exploration. |
| May – Jul 2023 Mumbai |
Jio Platforms Limited · AI Intern "Improving Operations with AI" — designed & deployed recommendation algorithms (incl. Apriori). Built a stakeholder-facing web app summarizing impact on operational efficiency. |
| # | Title | Venue / Source | Year |
|---|---|---|---|
| ★ | Compounding Disadvantage: Auditing Intersectional Bias in LLM-Generated Explanations… | ACM FAccT 2026 · arXiv:2601.14506 | 2026 |
| 2 | Traffic Sign Sensing: A Deep Learning Approach for Enhanced Road Safety | cited 5× | 2024 |
| 3 | YOLOv8-Based Detection of Fall Armyworm in Field Crops | IEEE INDISCON | 2024 |
| 4 | Automated Animal Intrusion Detection: A Deep Learning Approach | Int'l Conf. on Information Technology | 2024 |
Full list → Google Scholar
GenAI · LLMs
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Core ML · frameworks
▸ Organized festivals @ E-Cell IIIT Pune — 1,000+ students, 11 countries (Oct 2023)
▸ Led Knightmares Chess Club @ IIIT Pune — 400+ members (Jul 2022)
▸ Model United Nations delegate — diplomacy, global issues, too much coffee
"The best way to predict the future is to audit the models shaping it."
