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Sourav Kumar

AI/ML Engineer | Generative AI |Agentic AI| RAG | Machine Learning | Data Science | Python | PyTorch | FastAPI | AWS | Docker

Noida

< 1 year of work experience

LogicSpice Consultancy Private Ltd.
Dec 20254 mosMar 2026

Jaipur

Working as an AI/ML Engineering Intern where I design and develop intelligent systems and AI-powered solutions for real-world applications. • Building and integrating machine learning models using Python, NumPy, Pandas, and Scikit-learn for data analysis and predictive tasks. • Developing AI-powered features and automation tools to improve product functionality and user experience. • Working on LLM-based applications and prompt engineering to create intelligent assistants and chatbots. • Designing backend APIs using FastAPI and integrating AI models into production-ready systems. • Performing data preprocessing, feature engineering, and model evaluation to improve model accuracy. • Collaborating with the development team to implement scalable AI solutions and optimize existing systems. • Exploring new AI technologies such as Generative AI, LangChain, and AI automation workflows. This role allows me to apply AI and machine learning concepts to real-world software systems while gaining hands-on experience in building scalable AI-driven products.
ZFA Labs
May 20253 mosJul 2025

Worked on data cleaning, preprocessing, and analysis of large datasets. Built Power BI dashboards to visualize insights and support decision-making. Processed and transformed structured datasets for dashboard based insight reporting using Power BI.

Sourav’s AI Stack

hermes agent
hermes agent
langchain
langchain
mistral
mistral
notion
notion

Education

Poornima university

Bachelor of Technology - BTech, CS (AI & DS)

Poornima university

20224 yrs2026

Class- 10 & 12

D.A.V. Public School - India

201012 yrs2022

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Headline

AI/ML Engineer | Generative AI |Agentic AI| RAG | Machine Learning | Data Science | Python | PyTorch | FastAPI | AWS | Docker

About

I'm an AI/ML Engineer and Python Developer with hands-on experience across two AI/ML and data science internships, building and deploying production-grade machine learning, NLP, and Generative AI systems. Most recently, I worked as an AI/ML Intern at Logicspice Consultancy, where I built NLP and LLM-based systems for real-time candidate ranking and matching, engineering scalable FastAPI microservices deployed via Docker on AWS with sub-500ms response latency. Earlier, as a Data Science Intern at ZFA Labs, I worked across data cleaning, preprocessing, and analysis of large datasets, building Power BI dashboards to support decision-making. I work across the end-to-end AI development lifecycle — data preprocessing, EDA, feature engineering, model development, evaluation, and deployment — with particular interest in combining Machine Learning, Deep Learning, and Generative AI (including Agentic AI and RAG) to solve real, applied problems. Technical stack: Python, C, SQL | PyTorch, Scikit-learn, XGBoost, LangChain, NumPy, Pandas, Matplotlib, Seaborn, Plotly, Bokeh | FastAPI, Flask | Docker, AWS | PostgreSQL, MySQL, MongoDB, Vector Databases Key areas of expertise: • Machine Learning & Deep Learning • Generative AI, Agentic AI & RAG • Natural Language Processing (NLP) • Data Science & Exploratory Data Analysis • Data Preprocessing & Feature Engineering • AI Model Deployment & RESTful APIs I also use Power BI, Excel, Git, GitHub, and Jupyter Notebook regularly for data exploration, visualization, and collaboration. Alongside my professional work, I'm a final-year B.Tech student specializing in Artificial Intelligence & Data Science at Poornima University, continuously building projects in applied AI, intelligent automation, and data systems Open to opportunities in AI/ML Engineer, Machine Learning Engineer, Generative AI Engineer, Data Scientist, and Python Developer roles. Always glad to connect with people working in AI, ML, Generative AI, and Data Science.

Location

Noida

AI stack

hermes agent

langchain

mistral

notion

Work experience

Software Engineer Intern at LogicSpice Consultancy Private Ltd., Dec 2025 - Mar 2026 · 4 mos, Jaipur, Working as an AI/ML Engineering Intern where I design and develop intelligent systems and AI-powered solutions for real-world applications. • Building and integrating machine learning models using Python, NumPy, Pandas, and Scikit-learn for data analysis and predictive tasks. • Developing AI-powered features and automation tools to improve product functionality and user experience. • Working on LLM-based applications and prompt engineering to create intelligent assistants and chatbots. • Designing backend APIs using FastAPI and integrating AI models into production-ready systems. • Performing data preprocessing, feature engineering, and model evaluation to improve model accuracy. • Collaborating with the development team to implement scalable AI solutions and optimize existing systems. • Exploring new AI technologies such as Generative AI, LangChain, and AI automation workflows. This role allows me to apply AI and machine learning concepts to real-world software systems while gaining hands-on experience in building scalable AI-driven products.

Data Science Intern at ZFA Labs, May 2025 - Jul 2025 · 3 mos, Worked on data cleaning, preprocessing, and analysis of large datasets. Built Power BI dashboards to visualize insights and support decision-making. Processed and transformed structured datasets for dashboard based insight reporting using Power BI.

Education

Bachelor of Technology - BTech, CS (AI & DS), Poornima university

Class- 10 & 12, D.A.V. Public School - India