About Me
Throughout my 9 years as a Software Engineer, I've cultivated 5 years of hands-on expertise in Data Science and Machine Learning, creating a powerful synergy of software development proficiency and data-driven strategies. My background includes robust backend development skills with Python, Node.js, FastAPI, MySQL, and DynamoDB, complemented by strong frontend capabilities in React. I have experience in designing and deploying scalable serverless applications on AWS, utilizing AWS Lambda and AWS Cloud Development Kit.
In my recent work, I developed a generative AI application that streamlined the recruitment process by evaluating and ranking candidate CVs based on their alignment with specific job descriptions and built a Generative AI interview conducting bot using LLM for rating candidate answers that lessened the workload of the recruiting team. Previously, I led my team to transition to data-driven decision-making through ML implementation, building a sales forecasting model that increased profit by 15% and a recommender system that increased sales across product categories.
I am passionate about applying my combined expertise in ML and Data Science to drive impactful, scalable solutions and bridge the gap between software engineering and AI-driven innovation. If you're seeking a versatile engineer with a strong product mindset, a passion for machine learning, let's connect!
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Name
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Intro
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Experience
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Blogs
Sales Forecasting
Jan 31, 2025 • 36 min read
Driver Churn Prediction
Aug 30, 2024 • 10 min read
Automated Trading System
Dec 29, 2023 • 7 min readProjects
Gen AI QnA Bot with Memory
This app allows users to upload multiple PDF documents and interactively ask questions, receiving answers along with relevant source citations and also remembering the context of the conversation.
Sales Forecasting
This application predicts the driver churn rate for a ride-sharing company using machine learning algorithms.
Automated Trading System
This system scans daily market data to generate trade signals, automatically places orders, and saves trade data to a database.
Timeline
- Any development and data related task
- Developed a Gen AI application that streamlined the recruitment process by ranking CVs based on their alignment with specific job descriptions.
- Built a Gen AI interview conducting bot using LLM for rating candidate answers that lessened the workload of the recruiting team.
- Concurrently advanced ML expertise through self-directed learning and personal projects focused on deep learning and Gen AI, applying software engineering best practices to ML workflows.
- Serving as a Consultant for Microsoft, collaborating on an application built using ReactJS, NextJS, and Redux.
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Was a member of the core team that developed Grassdoor, an e-commerce website and its associated admin portal using ReactJS.
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Led the company's transition to data-driven decision-making through ML implementation.
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Architected and deployed multiple ML systems for sales forecasting and inventory planning, resulting in a 15% increase in profit.
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Built a recommender system for the website, that resulted in increased sales across product categories.
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Developed a deep learning text summarization model for product descriptions, leading to a 60% to 70% reduction in bounce rate.
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Developed sales analytics dashboards by constructing efficient SQL queries to aggregate data from various sources
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Communicated with stakeholders to gather requirements and provided recommendations that considered both business and technical viability, resulting in reduced development time.
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Increased the engineering team's efficiency by recruiting, training, and supervising a group of 7 junior developers.
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Developed cost-effective serverless microservices using AWS CDK, AWS Lambda, DynamoDB, and API Gateway.
- Designed and launched websites for small and medium-sized businesses, using technologies such as Angular Material, HTML, CSS, Bootstrap UI, and JavaScript, which resulted in increased sales and reach.
- Handled UI/UX design for mobile and web apps using Adobe Creative Cloud and other wireframing tools.
- Designed banners, infographics, magazines and other promotional materials for the company using a variety of design tools like Photoshop, Indesign, Illustrator which resulted in increased awareness about the company on social media.
- Studied various programming languages.
- Made a game as final year project using Unity 3D engine.
- Participated in various hackathons.
- Studied science, maths and some languages.
- Participated in various quiz competitions.
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