AI Researcher • AI Engineer • Applied AI
Hi! I’m Agam Pandey, a final-year undergrad at IIT Roorkee and i work in turning research into reliable and practical AI systems. I work in AI Safety, Robustness and Interpretability in Multimodal models, Causal Reasoning in VLMs, Adversarial ML, Graph Embeddings for retrievals, AI Agents and Computer Vision for Autonomous Perception. In the past i have worked on both Data Science algorithms, desiging and building complex AI Systems during internships at Swiggy, Akki AI, EzAIx, Mindshift Analytics and Strabag Efkon India , while co-authoring work at NeurIPS-RML/MLRC/TMLR/AAAI-SAPP. I am also a Research Intern at Transportation Lab, IIT Jodhpur supervised by Prof. Akshay Gupta working on Multimodal Sensor Fusion and Collsion Warning systems. When I’m not coding or researching, you’ll find me running 1500m, 5000m and marathons for Athletics Team IIT Roorkee or contributing to student tech group, Data Science Group.
Built multi-agent assistant for Swiggy Scenes using Cimba AI and LangGraph; integrated autonomous booking and CRM automation with Docker CI/CD deployment.
Designed Hybrid-RAG multi-agent framework with CrewAI + LangGraph and RLHF-based agent pipelines on AWS EC2 clusters.
Developed multi-agent onboarding assistant with GPT-4 Vision and OpenAI CUA; integrated RAG retrieval and real-time HCI automation.
Developing Depth Estimation and Early collision warning system for Indian Traffic using 16-beam LiDAR and monocular RGB camera.
Built trajectory analysis for mining vehicles using RDP + DBSCAN for anomaly detection on large-scale GIS datasets.
Developed Fleet Optimization tool using ML + Linear Programming (PuLP) for Hyderabad-ORR emergency response planning.
Reviewed student abstracts/posters and provided acceptance recommendations & feedback.
Co-led operations, talks & research initiatives; coordinated member projects and events.
Headed analytics vertical; mentored case teams and ran industry-focused activities.
Distance athlete (5k/1.5k); Inter-IIT Silver & Bronze; supported team logistics & camps.