took the red pill, now I talk to machines
AI/ML engineering student. I build RAG systems, AI agents, and software for industrial automation.
B.Tech AI & ML, NMIMS MPSTME · Class of 2027 · Vapi, India
I am a B.Tech student in Artificial Intelligence and Machine Learning at SVKM NMIMS MPSTME, graduating in 2027. I work mostly on retrieval-augmented generation, agentic tooling, and applied deep learning. In 2026 I interned at CN Automation, where I built a local RAG system for industrial manuals and connected Siemens TIA Portal to AI assistants. I founded and chair the ACM Student Chapter on my campus.
Forecasts PM2.5 air pollution across India 16 hours ahead, using a ConvLSTM encoder-decoder with physics-informed wind warping. Built with Kartik Soni, Meet Patel, Pranav Mundhra and Anushka Sharma as team VibeCoders. 1st place in Theme 2 at AISEhack 2026. Presented the model to William Oakes, Associate Dean at Purdue University.
MCP server that lets AI assistants inspect, export and import blocks and tag tables in Siemens TIA Portal V21.
Fully local question answering over PDFs, with layout-aware parsing and figure and page citations.
Port of the HED model from Caffe to TensorFlow. ODS F-score of 0.782 on BSD500.
RAG pipeline that retrieves over both text and images.
PPO agent that learns to buy, hold or sell the NIFTY 50, compared against random and buy-and-hold baselines.
Telegram bot that fetches my attendance from the NMIMS student portal and replies with a per-subject table.
Solvers for linear programming and transportation problems (simplex, Big M, branch and bound, VAM, MODI). Built with Pranav Mundhra.
Web app that sorts an uploaded PDF resume into one of 24 job categories using a fine-tuned BERT model. Built with Navya Singh.
Membership sign-up form for the ACM student chapter. Saves entries to Google Sheets and emails each member a badge.
Natural-language queries over Argo ocean data. Ingests daily NetCDF files into PostgreSQL and exposes them to an LLM agent through an MCP server. Results are shown on maps.
Browser extension that reads product pages and answers shopping questions with an LLM. Works with the OpenAI API or a local Llama 7B model.
Data pipeline and ESG scoring for 1,641 survey responses from 21 villages.
Team capstone. Detects anomalies in surveillance video and writes natural-language alerts. Trained on UCF-Crime and designed for edge devices.
Built a local RAG system for industrial manuals, a Node-RED dashboard for live OPC-UA plant data, and an MCP server for Siemens TIA Portal.
Founded the chapter. Run chapter operations and organise technical events and workshops.
Supported the foundation's community programs and automated its YouTube description workflow.
ANRF, IBM, IIT Delhi, IIIT Hyderabad. With team VibeCoders.
SVKM NMIMS Mukesh Patel School of Technology Management and Engineering (MPSTME). CGPA 3.62/4.00 after 6th semester.
School through Class 12.