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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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 CV JD Ranker
This app uses Gen AI to evaluate and rank candidates based on how well their CVs match a given job description, helping recruiters streamline the candidate selection process.
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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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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Built an ML model using the Random Forest algorithm to predict monthly sales resulting in a 15% increase in profit and better inventory planning.
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Built a recommender system using the Apriori algorithm resulting in increased sales across product categories.
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Developed sales analytics dashboards by constructing efficient SQL queries to aggregate data from various sources
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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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