Projects
Over the past few years of my experience, I've worked on various projects. Here's few of my best.Audio Analyzer
AWS Transcribe
AWS Post Call Analytics
This turns audio recordings into valuable insights by transcribing conversations, identifying speakers, detecting PII, and highlighting key issues, resolutions, and sentiment analysis for customers and agents—empowering better communication and decision-making.
ChatServe
OpenAI ChatGPT
Redis
This is a ChatGPT-based platform for customer service. Users upload Q&A pairs, and the system creates a chatbot that delivers responses using Redis and personalized prompts. It features domain management, user roles, and auto-responses for efficient support.
e-KYC Verifier
Amazon Rekognition
This streamlines e-KYC by verifying users through live video and document checks, ensuring they match uploaded government IDs. Ideal for banks and businesses following KYC policies, it enhances security and compliance effortlessly.
Enterprise Knowledge Search
AWS Bedrock
LangChain
Redis
This allows users to upload diverse documents, extracts key information, and stores it in a structured format. When queried, it retrieves relevant content and uses LLMs to provide personalized, accurate responses, enhancing knowledge discovery.
FireSafe Manager
Django
Jinja Templates
This is a web app designed for construction and repair companies. It enables creating action plans, managing site surveys, generating defect reports, and providing quotes. The system also assigns jobs, tracks team schedules with calendars, and handles vendor POs and customer invoicing.
Form Data Extractor
OpenAI ChatGPT
AWS Textract
Form Data Extractor offers dual features for extracting key-value pairs from form images. It leverages AWS Textract for form parsing and OpenAI's ChatGPT for advanced data extraction, giving users flexibility to choose the best method for their needs.
Invoice Parser
AWS Textract
This processes PDFs and images of invoices using AWS Textract to accurately pull out key details like totals, dates, products, quantities and line items. It automates data entry, reduces errors, reduce human efforts and speeds up financial workflows.
MealPlan Pro
Django
Django Rest Framework
This is a web app for managing camp meal schedules. It lets companies plan and display daily meals with nutrition and allergen details. It also tracks inventory and calculates nutrition in real-time based on ingredient amounts for accuracy.
Precision Resume Extractor
NER
NLP
OCR
OpenCV
This utilizes custom NER, NLP, and CV2 algorithms to accurately parse resumes with 70-80% accuracy across various layouts. It extracts comprehensive details such as education and experience, converting them into a structured JSON format.
Recipe generator
AWS Bedrock
This uses AWS Bedrock APIs and LLMs to generate detailed recipes, including instructions, ingredients with measurements, and images via Stability AI. By inputting ingredient names, dietary preferences, and cuisine, users receive tailored recipes and can add custom instructions.