September 2024 – Present | Minneapolis, Minnesota
Course planning and assessment design.
Grading assignments, conducting office hours, and helping students grasp key machine learning concepts.
May 2024 – August 2024 | Dubai, United Arab Emirates
Worked on the award-winning Gen AI application, Tax Genie 2.0, as part of Deloitte AI Institute. (Press Release)
Built and deployed a production-grade Retrieval-Augmented Generation (RAG) system using LangChain, LlamaIndex, and Azure Cloud Infrastructure.
Designed and implemented the production MongoDB database and vector database for large-scale retrieval.
Led model evaluation and selection using Azure AI Studio, incorporating RLHF with industry experts.
Performed infrastructure-wide cost analysis to optimize resource allocation and client expenses on Excel.
July 2022 – August 2022 | Abu Dhabi, United Arab Emirates
Visualized client data to provide meaningful insights through dashboards using Power BI, Tableau, and Python (NumPy, Pandas, and Matplotlib).
Analyzed company data to generate performance reports using Microsoft Excel and Visual Basic.
May 2021 – August 2021 | Abu Dhabi, United Arab Emirates
Detected and fixed systemic data corruptions and inaccuracies from clients’ raw data using Audit Command Language and Microsoft Excel.
Technologies: Python, FastAPI, WebSockets, OpenAI Whisper, ChromaDB, nomic-embed-text, BM25
Developed a real-time advertisement targeting system that listens to conversations through the microphone, transcribes audio locally, and automatically plays relevant commercials based on context. Implemented a hybrid search strategy combining BM25 keyword matching with semantic embeddings for high-accuracy ad retrieval. All processing happens locally with no external data transmission, utilizing FastAPI and WebSockets for seamless real-time communication.
Technologies: Python, PyTorch, CatBoost, LightGBM, Bloomberg Terminal
Designed and implemented an ensemble model integrating gradient boosting algorithms and neural networks to predict 5-day stock returns, achieving an MAE of 7.43% while successfully identifying directional movement. Extracted and processed market data from Bloomberg Terminal, engineering financial features including price action, volatility metrics, volume profiles, and technical indicators to capture trading patterns.
Technologies: NextJS, Python, OpenStreetMap API, Embeddings
Collaborated on developing a community memory map for Minnesota, enabling residents to locate and engage with their communities. Integrated an AI-powered search feature utilizing embeddings to find the closest events based on user queries. Leveraged the OpenStreetMap API for accurate geolocation and mapping functionalities.
I was born and raised in Abu Dhabi, UAE. I've been living in Minneapolis for the past few years and love it
here.
In my free time, my biggest pastime is trying out new restaurants. These below are all the restaurants I've been to in Minnesota. Reach out to me if I haven't been to a restaurant you really like!
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I also love pizza. These are the top 10 pizzas and their scores from my Yashas Loves Pizza Sheet:
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I also love watching movies, specifically in theaters. I'm an AMC A-Lister and a member of
The Main Cinema Film Society in Minneapolis.
Some of my favorite movies are Interstellar, The Dark Knight, Parasite, Everything Everywhere All at Once.