Koushik Biswas
@Koushikdatascience
AI Automation Engineer at Figmenta
Kolkata, West Bengal, India
AI Engineer with 3+ years of experience building production AI systems, LLM applications, and automation platforms. Winner of the Top-100 Apify Developer Challenge for developing a scalable web intelligence scraper. Experienced in RAG systems, AI agents, and ML pipelines using Python, LangChain, FastAPI, and vector databases. Proven ability to deploy AI solutions improving operational efficiency by 50–95% through automation and intelligent data systems.
Experience
AI Automation Engineer
Figmenta
Architected AI automation pipelines processing large-scale marketing and image data, improving ingestion efficiency by 70%. Developed CLIP-based visual intelligence models for aesthetic scoring and brand archetype classification. Deployed WhatsApp RAG chatbots and AI workflows increasing customer engagement by 50%.
AI Automation Engineer
Sprode India
Built AgentX360, a multi-agent AI platform integrating TTS, STT, and LLM automation workflows. Developed 50+ AI automation workflows reducing manual operational work by 180 hours/month. Implemented LLM-based systems for content generation, document comparison, and automated contract updates reducing manual effort by 95%.
Data Engineer / Analyst
Kingston Educational Institute
Built distributed data pipelines automating reporting and email workflows. Improved institutional data processing efficiency by 70% using scalable analytics pipelines.
AI Business Intelligence Analyst (Internship)
St. Mary & Harsh Indrija Educational Society
Applied AI and business intelligence techniques to analyse institutional data and generate actionable insights. Built BI dashboards and automated reporting workflows to support administrative decision-making. Assisted in designing data pipelines and visualizations for educational performance tracking.
Junior Data Scientist (Freelance)
Outlier
Trained and optimized ML models using Python and PyTorch improving analysis performance by 40%. Developed interactive EDA dashboards and visualizations supporting data-driven insights.
Market Research Analyst
K12 Techno Services Pvt. Ltd.
Performed end-to-end data analysis and engineering to support market research initiatives and business decision-making. Designed and maintained interactive Power BI dashboards and reports for stakeholder reporting and KPI tracking. Handled big data processing and transformation pipelines to extract actionable market insights. Built data visualization reports to communicate trends, patterns, and findings to cross-functional teams.
Data Science Intern
Codespace
Completed data science training covering Python, data wrangling, exploratory data analysis, and machine learning fundamentals. Built and evaluated predictive ML models using Scikit-learn and Pandas on real-world datasets. Developed data visualizations and reports to communicate insights from structured datasets.
Android Developer (Internship)
Innector
Developed Android application features using Java/Kotlin, contributing to UI and backend integration. Collaborated with the development team on mobile app testing, debugging, and version control using Git. Gained hands-on experience in RESTful API integration and mobile app deployment workflows.
Education
West Bengal State University
B.Sc.
Mathematics
Licenses & Certifications
AI Business Intelligence Analyst Certification
DDU-GKY Program