https://dream.weekday.works/redirectToHiringCopilotExtension/

𝗥𝗗𝗦𝗣: 𝗥𝗲𝗹𝗶𝗮𝗻𝗰𝗲 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗣𝗹𝗮𝘁𝗳𝗼𝗿𝗺
- WIP

𝗝𝗣𝗟 𝗙𝗼𝗿𝗲𝗰𝗮𝘀𝘁𝗶𝗻𝗴 𝗦𝘆𝘀𝘁𝗲𝗺
- Developed a comprehensive retail analytics platform that integrates various services for demand forecasting, inventory optimization, insights dashboard, model selection, procurement planning, and delivery route optimization.
- Integrate config driven nature to tailor the tool to the specific needs of different retail organizations.
- Integrated existing services, such as demand forecasting models and optimization algorithms, into a unified platform.
- Created a user–friendly dashboard to visualize key performance indicators, trends, and insights.
- Developed a model selection framework to compare and evaluate different forecasting models based on metrics like accuracy and error rates.
- Integrated procurement planning and delivery route optimization algorithms to improve supply chain efficiency and reduce costs.

𝗥𝗲𝘁𝗮𝗶𝗹 𝗡𝗮𝗺𝗲𝗱 𝗘𝗻𝘁𝗶𝘁𝘆 𝗘𝘅𝘁𝗿𝗮𝗰𝘁𝗶𝗼𝗻
- Enhanced the accuracy of SQL query generation by incorporating named entity recognition capabilities.
- Built a knowledge graph of retail entities and relationships using GraphRAG to improve understanding of database schemas and context.

𝗗𝗼𝗰𝘂𝗺𝗲𝗻𝘁 𝗜𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻 𝗘𝘅𝘁𝗿𝗮𝗰𝘁𝗶𝗼𝗻
- Developed an automated document processing tool using Llama–Index, FastAPI, and Streamlit to extract information from PDF documents and store it in a MongoDB database.
- Implemented OCR technology (PaddleOCR) to extract text from scanned PDF documents, even with low-quality images.
- Used LLM-based question answering to extract specific information from the extracted text, such as invoice numbers, dates, and amounts.

Guy Oseary

Tiger Global Management

Bertelsmann India Investments

Steadview

Liberty Media

Mousse Investments

Generation Ventures

Sarin Family India

Jio Saavn is a music streaming platform for on-demand music that allows users to stream and download the songs based on the artists, genres, etc. It offers various features include filtering, toggling between songs, albums, and playlists, metadata searches for artists and music directors, etc. The songs are available in various languages like Hindi, Marathi, Punjabi, Kannada, and more. The mobile app is available for Android, iOS, and Windows devices. It generates revenue through the freemium model and advertisements.

𝗦𝗵𝗼𝗽𝗹𝗶𝗳𝘁𝗶𝗻𝗴 𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻
- Built a deep learning model using TensorFlow and Keras to detect potential theft incidents in retail stores.
- Extracted visual features from video frames using MobileNet and trained an LSTM or GRU model to classify video clips based on suspicious behaviors.

𝗖𝗿𝗼𝘄𝗱 𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻 𝗮𝘁 𝗖𝗵𝗲𝗰𝗸𝗼𝘂𝘁 𝗖𝗼𝘂𝗻𝘁𝗲𝗿𝘀
- Developed a real-time object detection system using YOLOv8 to monitor store traffic and optimize checkout operations.
- Trained a custom object detection model on a dataset of images and videos containing customers and cashiers.
- Integrated the model into a real-time video processing pipeline using FastAPI and Streamlit.

𝗡𝗮𝘁𝘂𝗿𝗮𝗹 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝘁𝗼 𝗦𝗤𝗟 𝗤𝘂𝗲𝗿𝘆 𝗧𝗿𝗮𝗻𝘀𝗹𝗮𝘁𝗶𝗼𝗻
- Created a conversational interface using Llama-Index, Gradio, and Streamlit to allow users to interact with SQLite databases using natural language queries.
- Implemented a pipeline for preprocessing natural language queries, converting them to SQL queries, and executing them against the database.
- Deployed the application on a Kubernetes cluster using Azure DevOps Pipelines for scalability and maintainability.

𝗣𝗵𝗮𝗿𝗺𝗮𝗰𝗲𝘂𝘁𝗶𝗰𝗮𝗹 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗧𝗼𝗼𝗹
- Developed a data-driven analytics platform using Python, Pandas, and Matplotlib to optimize pricing strategies and improve profitability for pharmaceutical distributors.
- Conducted exploratory data analysis on large-scale pharmaceutical datasets to identify trends, correlations, and key performance indicators.

Wellfound

Accel

LetsVenture

Good Capital

Soonicorn

Kunal Bahl

Gautam Kumra

Rajat Kumar Dhawan

Hemant Gupta

Vivek Pandit

Deepti Tamhane

Shivanshu Gupta

Ramesh Mangaleswaran

Sanjeev Kumar

Vidit Aatrey

Rohit Bansal

QED Innovation Labs

Titan Capital

Investopad

Venture Highway

Force Ventures

MGA Ventures

Purple Matter

Bharat Founders Fund

Provider of AI based platform for production analytics. It is providing a digital twin solution software for monitoring plant operations, raw material tracking, data storage, etc. The offering sectors include energy, chemical, pharmaceutical, construction, etc.

Provider of AI based platform for production analytics

Remote Labs
- Implemented the first iteration of remote labs experiments.
- Experimental setups consisted of school level physics experiments that could be controlled remotely using an online dashboard.

Signal Processing and Communication Research Center (SPCRC) is one of the highly active research centers at IIIT-H focussing on the various areas of communications and signal processing. The centre provides an umbrella environment for faculty, under graduate and post graduate students to carry out research in various aspects related to the respective fields. To make a significant contribution to Research and Development in India related to the broad areas of Communication and Signal Processing and to come up with low cost, reliable and scalable technologies which are well suited to the needs and demands of modern India.

ML @JPL | IIITH

Raj Singh Parihar