Yaman Singhal Email and Phone Number
Experienced Software Developer specializing back end, Python and AI development, with a proven track record in industries such as logistics and AI-driven software. Skilled in creating robust solutions for large-scale systems, optimizing efficiency and engagement. Proficient in Python, Django, Generative AI and cloud technologies. Passionate about leveraging technology to drive innovation and deliver impactful solutions in dynamic environments.
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Member Of Technical StaffOctowit Ai Nov 2023 - PresentBengaluru, Karnataka, India• Developed an asynchronous task execution with complex workflows using Celery, RabbitMQ & Django for AI based content researchplatform.• Engineered comments analysis tool to derive audience insights on Youtube videos using GPT-3.5 with efficient sampling andaggregation.• Developed an analysis report generation flow using RAG architecture and Chain-of-Thoughts prompting technique.• Conducted summarization of lengthy documents utilising techniques such as Map-Reduce within LangChain.• Implemented a conversational Q&A pipeline with RAG architecture using LangChain, Milvus, and MongoDB.• Created copilots using GenAI to provide real-time analytics insights with dynamic visualisations as responses.• Contributed to the development of an Image Processing AI pipeline tailored for detecting and cropping comic panels to improvemobile readability of comics. Additionally, crafted a JavaScript based Photoshop script to arrange panels sequentially, streamliningworkflow and effectiveness.• Technologies: Generative AI, Langchain, Celery, OOPs, MongoDB, Vector Database, Django, Google Cloud Platform. -
Software DeveloperGrassdoor Logistics Technologies Pvt Ltd Aug 2022 - Nov 2023• Devised robust vehicle routing system with Google OR-Tools and Machine Learning.• Implemented an advanced Face Recognition and Fraud Detection system utilising Artificial Intelligence, which improved order execution efficiency by 15% and minimised fraud incidents by 40%.• Designed and implemented an optical character recognition system to enhance user experience by verifying card expiry.• Developed a recommendation system that integrated Redis for efficient caching, resulting in a remarkable increase in website engagement time by more than 60%.• Technologies: FastAPI, Python, Google OR-Tools, AWS, OpenCV, OCR. -
Software Developer InternshipGrassdoor Logistics Technologies Pvt Ltd Oct 2021 - Jul 2022 -
Machine Learning InternTutree, Inc. Aug 2021 - Oct 2021• Developed an AI chat bot for customer support with Rasa, resulting in an impressive 80% reduction in manual support time.• Created a recommendation system, using machine learning algorithms and MySQL, for suggesting relevant jobs to users.• Gained expertise in ML algorithms and acquired valuable skills in data cleaning and wrangling techniques.• Technologies: Python, Rasa, Flask, Machine Learning algorithms, MySQL. -
Research InternMitacs May 2021 - Jul 2021• Conceptualized with professor at University of Calgary for research on federated learning.• Helped in making various defense techniques from scratch.• Created reports on various research papers related to federated learning. -
InternInsane Ai Sep 2020 - Nov 2020• Generated annotations for various exercise videos.• Learnt about posenet models for detecting different human poses.• Helped in creating virtual private trainer for the user. -
Machine Learning InternNaaniz Jul 2020 - Aug 2020• Scraped data using selenium in python.• Trained models to predict the price of various commodities for different states of India.• Helped in training time-series models.
Frequently Asked Questions about Yaman Singhal
What company does Yaman Singhal work for?
Yaman Singhal works for Octowit Ai
What is Yaman Singhal's role at the current company?
Yaman Singhal's current role is Software Developer Engineer | Mitacs GRI'21@UCalgary.
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