Projects
Python
LangGraph
LangChain
Llama 3.3-8b Model
Sqlite
Streamlit
React
Docker
AWS
Unity
C#
Android
Google Play
Being the technical owner of every interaction with multiple clients for Samvaad Platform - Conversational AI Bots. Prompt engineered complete conversational flows ensuring all edge cases are handled in the conversation, multi-state transition, data capturing and successful delivery of output data to the client server. Handled a versatile environment of API integrations, handling service latency, custom requirements of call scheduling and retries. Built Metabase-enabled analytics dashboard with custom metrics to monitor real-time insights and improve iteratively.
Built a robust cost update module for Vendors with cloud products, leveraging Java and Spring framework, PostgreSQL DBMS and Google Cloud Platform for storage. Devised a bulk data export feature using Google Cloud's BigQuery jobs and merge files using gsutil. Have used Elastic Search for fast search over billions of rows of data. Employed multi-threading techniques and asynchronous processing in the catalog ingestion process for vendors.
Developed AI features for a chatbot used by BU heads for IP & patent management, using Microsoft Bot Framework SDK and Azure Cognitive AI services. Built a QnA generator in python that periodically extracts data from website into a structured dataset in tsv file. Employed Conversational Language Understanding model in MS Language Studio.
Generated creep curve plots for α-β Titanium (Ti-6 Al-4) based high temperature alloys using mathematical models and ML techniques. Feature engineered 4 out of 7 variables through principal component analysis (PCA) and Pearson correlation. Tested multiple regression models to arrive at acceptable results.
Co-Founded a 600+ member Departmental Society to engage & promote MSE research & technology awareness. Headed a team of 20+ & organized Orientation, Farewell, 6 alumni talks & workshops, Research Scholars' Day. Formulated an annual structure of events, project proposals, society's financial budgeting structure and rules.
Leading a 3-tier team of 40+ members to foster Game Development by organizing game jams, workshops & projects. Mentored multiple specialized projects on Gamification, Augmented Reality & AI games using Unity Game Engine. Promoted GameDev, IITK stature from society to club in SnT Council, organized Bootcamp for 1200+ students with 4 workshops.
MATLAB
NLP
ML