Technical Creations | Manas' Portfolio

Some of my work from previous ML roles
and part-time projects

Assistant for Haas School of Business admissions queries

With a bunch of MBA students and UC Berkeley's admission office, I created a GPT that can answer any admission related queries. I fine-tuned the GPT3.5 turbo model with interactions of the prospective students with admissions liasons, current students, and Alumni. The agent is capable of answering questions around application process, admission tips, life at Haas, and also solve post-admission queries related to deposit submission and other formalities. ( See it in action HERE)

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02 Plino

Data and Financial Analysis chatbot

I built a chatbot for SMBs that can perform data analysis on financial or customer data. This can be used by finance teams and business executives to perform data analysis without writing any detailed SQL codes, saving time and cost. I designed both the react.js based front end and FastAPI + MongoDB based backend. Moreover, I have used the Langchain framework and LLMs are a mixture of custom deployments (on Microsoft Azure) of GPT-4, GPT-3.5, (on AWS) Claude 2 for different parts of the engine

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First-Rate Materials

We have strict standards when it comes to what we produce and never compromise on quality. This is especially true when it comes to the first-rate materials we use. Our customers deserve the highest level of products on the market, and we work tirelessly to maintain those standards.

Some of my work from previous ML roles and part-time projects

Assistant for Haas School of Business admissions queries

Data and Financial Analysis chatbot

First-Rate Materials

Some of my work from previous ML roles
and part-time projects