Machine Learning Software Development

SIDDHANT JAIN

********************@*****.*** +91-942*******

Linkedin Leetcode

EDUCATION

B. Tech, in Artificial Intelligence and Machine Learning 2021 - 2025 Madhav Institute of Technology and Science

Higher Secondary Certificate (10+2), IPS Bhopal 2020 - 2021 92% in 10th and 83% in 12th

PROJECTS AND RESEARCH WORK

Cold Mails Generator Github Link

• Developed an AI-powered cold email automation system that extracts job listings using web scraping, generates human-like emails with Llama3.1 and LangChain, and integrates ChromaDB to attach relevant portfolio links.

• Boosts efficiency, reducing email creation time by 90% (from 10–15 minutes to 30 seconds) and increasing response rates from 3% to 12% with AI-driven personalization.

• Created a scalable, user-friendly Streamlit interface, making AI-powered outreach accessible, with future upgrades like response prediction, multi-language support, and spam detection. Book Recommendation System Github Link

• Built an application which recommends based on popularity, and personalized book recommendations based on advanced algorithms like Cosine Similarity and Collaborative Filtering.

• Enhanced user engagement by 25% and Increased user retention rate by 15% due to improved user satisfaction and personalized experiences.

E-Commerce data analysis. Github Link

• Analyzed large-scale e-commerce data using Python, Pandas, and NumPy, uncovering key customer purchasing patterns to drive data-informed business decisions.

• Constructed interactive dashboards with Plotly, enabling real-time visualization of sales trends, customer behavior, and revenue insights and also built predictive models for sales forecasting and customer segmentation EXPERIENCE

Data Science Intern May 2024 - June 2024

Cognifyz technologies Remote

• Collaborated with the research team and performed data analytical tasks.

• Technologies used were Python, Data modeling, and related frameworks. TECHNICAL SKILLS

Python, Exploratory Data Analysis (EDA), Power BI, Excel, Data Modeling, NLP, SQL(MySQL), GitHub, VS Code, Jupyter Notebook, Google Colab

CERTIFICATIONS

• NPTEL : Python for Data Science

• NPTEL : Data Analytics using Python

• NPTEL : User-centric Computing For Human-Computer Interaction from NPTEL

• Udemy : Computer Vision with OpenCV and Python

• Coursera : Microsoft Excel 2024

POSITION OF RESPONSIBILITY AND ACHIEVEMENTS

• College Leader at Mood Indigo IIT Bombay 2022 (Asia’s largest college fest)

• Core Member at ACM Student Chapter.

• Secretary at Digital Learning Group (MITS).

• Participated and successfully completed Hacktoberfest 2023.

• Team Leader of my team at Smart India Hackathon 2023

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