Featured Work

A collection of projects and professional experience demonstrating my expertise in AI, Machine Learning, and Software Engineering.

⚡ Projects

Lemina

AI system that helps angel investors and vc firms with their investment careers. Features deal sourcing, due diligence, and network coordination.

TSXPythonDatabaseAI

Live Demo Code

Memora AI & Semantic Search

AI engine for a meme social media platform that processes uploaded memes to extract intelligence. Features a semantic search engine that sorts memes by meaning and returns semantically similar results.

PythonAISemantic SearchSocial Media

Live Demo Code

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Selenium Web Scraper

Advanced scraper for SEC earnings data with anti-detection measures, robust error handling, and automated data processing. Features comprehensive logging and monitoring capabilities.

PythonSeleniumWeb ScrapingSEC Data

Live Demo Code

AI Contact Automation Tool

FastAPI-powered application that analyzes contact relationships using AI-generated summaries of email interactions. Generates realistic conversation histories and provides action recommendations using Google Gemini AI.

FastAPIPythonGoogle Gemini AIPandas

Live Demo Code

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Financial Risk Factor Analysis

BERT-based classifier for categorizing financial risk statements from 10-K filings. Uses deep learning to categorize risks into Operational, Financial, Market, Regulatory, and Technology sectors.

PythonPyTorchBERTNLP

Live Demo Code

Financial Text Preprocessing

NLP preprocessing pipeline for financial text data with an interactive Streamlit interface. Implements URL removal, punctuation cleaning, and lemmatization for financial datasets.

PythonStreamlitNLTKNLP

Live Demo Code

High-Frequency Microstructure LSTM

LSTM-based model for predicting bid-ask spreads and price direction in high-frequency trading environments. Uses simulated market microstructure data to model volatility and order flow.

PythonPyTorchLSTMTrading

Live Demo Code

Swapam AI Microservice

Computer vision system for item analysis and valuation in a student marketplace. Uses OpenAI CLIP for zero-shot categorization and condition assessment with a trust-rooted valuation system.

PythonFastAPIOpenAI CLIPComputer Vision

Live Demo Code

Telegram AI Bot

Telegram bot that analyzes Excel sheets with conversational AI. Allows users to edit spreadsheets, generate content, and perform analysis using natural language commands.

PythonTelegram APIPandasNLP

Live Demo Code

professional journey

Freelance AI & Backend Engineer

Self-Employed

2024 - Present

Specializing in building robust backend systems and integrating advanced AI capabilities for diverse clients. Delivering high-performance solutions for data processing, automation, and intelligent systems.

Architected and deployed scalable FastAPI microservices for AI-powered applications
Implemented custom RAG pipelines and LLM integrations for specialized business use cases
Conducted technical workshops and mentoring sessions on Python backend development and AI fundamentals

AI/ML Engineer

Memora

2025 - Present

Leading the development of machine learning systems for automated image data analysis and prediction. Building scalable ML pipelines and deploying models to production.

Architected and optimized AI engine for real-time semantic search across image and GIF datasets
Built scalable retrieval system handling high-volume concurrent requests from backend services
Engineered multi-modal processing pipeline supporting diverse image formats

Data Science Consultant

International NGO

2025 - Present

Developed web scraping automation scripts using Python to streamline data collection processes.

Built text summarization pipelines using NLP techniques to process large document volumes
Reduced manual effort by 80% via data pipelines

Lead Instructor

Eureka Financial Academy

2022 - 2024

Designed and delivered comprehensive curriculum on blockchain technology and investment strategies.

Developed educational frameworks translating complex blockchain concepts into accessible learning modules for 500+ students