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Koushik Biswas

@Koushikdatascience

AI Automation Engineer at Figmenta

Kolkata, West Bengal, India

FigmentaWest Bengal State University

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

Dec 2025 - PresentRemote, Milan

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

Feb 2025 - Nov 2025Kolkata

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

Oct 2024 - Jan 2025

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

Jun 2024 - Sep 2024

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

FreelanceDec 2023 - May 2024Remote, USA

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.

Jan 2022 - Dec 2022

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

Jul 2021 - Oct 2021

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

Oct 2021 - Jan 2021

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

Jan 2018 - Jan 2021Grade: 76%

Licenses & Certifications

AI Business Intelligence Analyst Certification

DDU-GKY Program

Skills

Python
HTML
CSS
JavaScript
LLMs
RAG Architecture
NLP
Computer Vision
PyTorch
Scikit-learn
Prompt Engineering
Embeddings
Model Fine-tuning
LangChain
LangGraph
PyMuPDF
Playwright
FastAPI
Django
n8n
Apify
Workflow Automation
REST APIs
Webhooks
Spark
Databricks
Airflow
PostgreSQL
MySQL
FAISS
ChromaDB
Docker
Kubernetes
Git
GitHub
AWS
GCP
Azure
Cloudflare R2