{"canonicalUrl":"https://humetric.net/p/profile-01c82a2583d44cf69217779c3f551446","profileVersion":"597c346e-a081-44a9-b21b-64ed50ff7cce","lastUpdated":"2026-08-04T17:37:15.98357+00:00","profile":{"display_name":"Anonymous profile","last_updated":"2026-08-04","slug":"profile-716facd98b8f4be0","headline":"AI / Research Engineer","summary":"An AI and research engineer with expertise in large language models, RAG pipelines, and distributed systems. A skilled developer with a proven track record in building agentic AI platforms, optimizing LLM inference, and deploying scalable production-grade applications.","years_experience":2,"skills":["API Design","Authentication & Authorization","Bash","Bitbucket Pipelines","C++","Caching Strategies","Computer Vision","Concurrency","Dart","Data Modeling","Data Warehousing","Deep Learning","Embeddings","ETL","FAISS","Fine-Tuning","Flask","GCP","Git","Go","Hugging Face Transformers","Infrastructure as Code","JavaScript","Kubernetes","Large Language Models","Linux","LlamaIndex","Machine Learning","MLOps","Model Deployment","MongoDB","Natural Language Processing","Node.js","NumPy","OpenAI","OpenCV","pandas","Pinecone","Python","React","Redis","REST APIs","scikit-learn","Semantic Search","SQL","TensorFlow","Terraform","TypeScript","Vector Databases","XGBoost"],"experiences":[{"id":"b3c6e2df-85fd-4eb5-a7fd-8d5bbeefa703","person_id":"22ec828d-8614-4831-a695-ed758c0de39a","title":"AI / Research Engineer","company":"Otsuka Corporation","start_date":"May ’26","end_date":"July ’26","description":"Developed an end-to-end AI sales copilot and RAG-grounded LLM chat while optimizing distributed LLM inference on NVIDIA Grace-Blackwell hardware.","position":0},{"id":"8b20ce60-2923-4773-9d17-1b772812c3a8","person_id":"22ec828d-8614-4831-a695-ed758c0de39a","title":"Claude Campus Ambassador","company":"Anthropic","start_date":"Jan ’26","end_date":"May ’26","description":"Facilitated campus hackathons and workshops to promote the adoption of Claude AI and agentic coding tools among students.","position":1},{"id":"1bc17d61-5c2e-4fc5-a194-0302f13409b4","person_id":"22ec828d-8614-4831-a695-ed758c0de39a","title":"AI and Product Engineer","company":"Rebel Foods","start_date":"Feb ’26","end_date":"May ’26","description":"Architected an AI-powered operations analytics platform using distributed autonomous agents to replace manual workflows for over 400 users.","position":2},{"id":"96da2b4e-e974-4672-8c0d-38925fdb0af0","person_id":"22ec828d-8614-4831-a695-ed758c0de39a","title":"AI and Systems Engineer","company":"Longani Consulting","start_date":"May ’25","end_date":"Sep ’25","description":"Built a scalable consultant-facing RAG chatbot using GPT-4 and LangChain to extract structured insights from proprietary legal and consulting documents.","position":3},{"id":"c5a12a63-687f-4f33-a240-700dc894855a","person_id":"22ec828d-8614-4831-a695-ed758c0de39a","title":"Manager, AI Community","company":"Institute Technical Council, IIT Bombay","start_date":"Apr ’24","end_date":"present","description":"Led a team of engineers in developing AI-driven student tools and established a robust DevOps culture for the institute's technical projects.","position":4}],"educations":[{"id":"95f2b30b-1694-4e2e-80fc-b0503ff6111d","person_id":"22ec828d-8614-4831-a695-ed758c0de39a","school":"Indian Institute of Technology (IIT) Bombay","degree":"B.S.","field":"Economics","start_year":null,"end_year":2027}],"projects":[{"id":"fed71b32-5264-4d3c-b2c1-a2e638fe239b","person_id":"22ec828d-8614-4831-a695-ed758c0de39a","name":"Negotiator AI","description":"A multi-agent platform featuring a 6-agent negotiation committee coordinated through a dependency-aware execution DAG with real-time voice loop capabilities.","url":null,"technologies":["LangGraph","WebRTC","WebSockets","ChromaDB","MCP"],"position":0},{"id":"54e8716b-b0c9-4780-a495-b5d1aadbf15d","person_id":"22ec828d-8614-4831-a695-ed758c0de39a","name":"RL Environment for Drift-Robust LLM Agents","description":"Developed an OpenEnv-compatible RL Gym to train agents against schema-drift failures using raw MCP/A2A wire-protocol frames.","url":null,"technologies":["PyTorch","Unsloth","TRL","GRPO"],"position":1},{"id":"c6e76f8e-1fb3-4556-9809-fd0685f7a197","person_id":"22ec828d-8614-4831-a695-ed758c0de39a","name":"Realtime Credit-Scoring & Fraud Engine","description":"Engineered a fault-tolerant streaming pipeline processing over 1 million daily transactions with sub-50ms latency.","url":null,"technologies":["Pathway","Apache Kafka","AWS ECS","gRPC"],"position":2},{"id":"f5ebe60a-a744-42d5-bb96-f1eb9c2039d7","person_id":"22ec828d-8614-4831-a695-ed758c0de39a","name":"Bi-Directional ISL Translator","description":"Created a bidirectional Indian Sign Language to text/speech converter using a custom Seq2Seq neural network with edge-optimized inference.","url":null,"technologies":["PyTorch","ONNX","MediaPipe"],"position":3}]},"chunksVersion":"profile-chunks-v3","approvedDiscoveryQueries":["AI / Research Engineer","Python C++ TypeScript"],"evidence":[{"id":"identity:0","type":"identity","ordinal":0,"locale":"en","text":"AI / Research Engineer. 2 years experience","fieldKeys":["headline","years_experience"]},{"id":"summary:0","type":"summary","ordinal":0,"locale":"zh","text":"AI / Research Engineer. Summary / 簡介: An AI and research engineer with expertise in large language models, RAG pipelines, and distributed systems. A skilled developer with a proven track record in building agentic AI platforms, optimizing LLM inference, and deploying scalable production-grade applications.","fieldKeys":["summary"]},{"id":"skills:0","type":"skills","ordinal":0,"locale":"zh","text":"AI / Research Engineer. Skills / 技能: API Design, Authentication & Authorization, Bash, Bitbucket Pipelines, C++, Caching Strategies, Computer Vision, Concurrency, Dart, Data Modeling, Data Warehousing, Deep Learning, Embeddings, ETL, FAISS, Fine-Tuning, Flask, GCP, Git, Go, Hugging Face Transformers, Infrastructure as Code, JavaScript, Kubernetes, Large Language Models, Linux, LlamaIndex, Machine Learning, MLOps, Model Deployment, MongoDB, Natural Language Processing, Node.js, NumPy, OpenAI, OpenCV, pandas, Pinecone, Python, React, Redis, REST APIs, scikit-learn, Semantic Search, SQL, TensorFlow, Terraform, TypeScript, Vector Databases, XGBoost","fieldKeys":["skills"]},{"id":"discovery:0","type":"discovery","ordinal":0,"locale":"zh","text":"AI / Research Engineer. Role / 職稱: AI / Research Engineer. Experience / 年資: 2 years experience. Expertise / 專長: API Design, Authentication & Authorization, Bash, Bitbucket Pipelines, C++, Caching Strategies, Computer Vision, Concurrency, Dart, Data Modeling, Data Warehousing, Deep Learning","fieldKeys":["headline","years_experience","skills"]},{"id":"experience:0","type":"experience","ordinal":0,"locale":"zh","text":"AI / Research Engineer. Experience / 經歷: AI / Research Engineer at Otsuka Corporation. May ’26 to July ’26. Developed an end-to-end AI sales copilot and RAG-grounded LLM chat while optimizing distributed LLM inference on NVIDIA Grace-Blackwell hardware.","fieldKeys":["experiences"]},{"id":"experience:1","type":"experience","ordinal":1,"locale":"zh","text":"AI / Research Engineer. Experience / 經歷: Claude Campus Ambassador at Anthropic. Jan ’26 to May ’26. Facilitated campus hackathons and workshops to promote the adoption of Claude AI and agentic coding tools among students.","fieldKeys":["experiences"]},{"id":"experience:2","type":"experience","ordinal":2,"locale":"zh","text":"AI / Research Engineer. Experience / 經歷: AI and Product Engineer at Rebel Foods. Feb ’26 to May ’26. Architected an AI-powered operations analytics platform using distributed autonomous agents to replace manual workflows for over 400 users.","fieldKeys":["experiences"]},{"id":"experience:3","type":"experience","ordinal":3,"locale":"zh","text":"AI / Research Engineer. Experience / 經歷: AI and Systems Engineer at Longani Consulting. May ’25 to Sep ’25. Built a scalable consultant-facing RAG chatbot using GPT-4 and LangChain to extract structured insights from proprietary legal and consulting documents.","fieldKeys":["experiences"]},{"id":"experience:4","type":"experience","ordinal":4,"locale":"zh","text":"AI / Research Engineer. Experience / 經歷: Manager, AI Community at Institute Technical Council, IIT Bombay. Apr ’24 to present. Led a team of engineers in developing AI-driven student tools and established a robust DevOps culture for the institute's technical projects.","fieldKeys":["experiences"]},{"id":"education:0","type":"education","ordinal":0,"locale":"zh","text":"AI / Research Engineer. Education / 學歷: B.S.. Economics. Indian Institute of Technology (IIT) Bombay","fieldKeys":["educations"]},{"id":"project:0","type":"project","ordinal":0,"locale":"zh","text":"AI / Research Engineer. Project / 專案: Negotiator AI. Built with / 使用技術: LangGraph, WebRTC, WebSockets, ChromaDB, MCP. A multi-agent platform featuring a 6-agent negotiation committee coordinated through a dependency-aware execution DAG with real-time voice loop capabilities.","fieldKeys":["projects"]},{"id":"project:1","type":"project","ordinal":1,"locale":"zh","text":"AI / Research Engineer. Project / 專案: RL Environment for Drift-Robust LLM Agents. Built with / 使用技術: PyTorch, Unsloth, TRL, GRPO. Developed an OpenEnv-compatible RL Gym to train agents against schema-drift failures using raw MCP/A2A wire-protocol frames.","fieldKeys":["projects"]},{"id":"project:2","type":"project","ordinal":2,"locale":"zh","text":"AI / Research Engineer. Project / 專案: Realtime Credit-Scoring & Fraud Engine. Built with / 使用技術: Pathway, Apache Kafka, AWS ECS, gRPC. Engineered a fault-tolerant streaming pipeline processing over 1 million daily transactions with sub-50ms latency.","fieldKeys":["projects"]},{"id":"project:3","type":"project","ordinal":3,"locale":"zh","text":"AI / Research Engineer. Project / 專案: Bi-Directional ISL Translator. Built with / 使用技術: PyTorch, ONNX, MediaPipe. Created a bidirectional Indian Sign Language to text/speech converter using a custom Seq2Seq neural network with edge-optimized inference.","fieldKeys":["projects"]},{"id":"discovery:1","type":"discovery","ordinal":1,"locale":"zh","text":"AI / Research Engineer. Approved discovery query / 核准搜尋語句: AI / Research Engineer","fieldKeys":["headline","desired_queries"]},{"id":"discovery:2","type":"discovery","ordinal":2,"locale":"zh","text":"AI / Research Engineer. Approved discovery query / 核准搜尋語句: Python C++ TypeScript","fieldKeys":["headline","desired_queries"]}]}