DEEPAN SADHUKHAN
AI/ML ENGINEER
000

DEEPAN SADHUKHAN

AI/MLengineerinKolkata.Ibuildmulti-agentLLMsystemsandcomputer-visionmodels,andco-authoredadocument-layoutpaperacceptedatICDAR2025.

01
MARKETOS.
AGENTIC MARKETING PLATFORM

Marketing operations platform built around a Supervisor agent that orchestrates 16 specialized sub-agents. One stated campaign intent turns into coordinated execution across channels without a human in the loop.

DEEP DUO FOUNDATION
ORG
MARKETOS.
MARKETOS.
AGENTIC MARKETING PLATFORM
DEEP DUO FOUNDATION
ORG
PRODUCT DEV INTERN
ROLE
16 SUB-AGENTS
AGENTS
“

Marketing operations platform built around a Supervisor agent that orchestrates 16 specialized sub-agents. One stated campaign intent turns into coordinated execution across channels without a human in the loop.

MARKETOS
STACK
LANGGRAPHCLAUDE APIKAFKAPGVECTOR
MARKETOS.
MARKETOS.
AGENTIC MARKETING PLATFORM
DEEP DUO FOUNDATION
ORG
PRODUCT DEV INTERN
ROLE
16 SUB-AGENTS
AGENTS
“

Marketing operations platform built around a Supervisor agent that orchestrates 16 specialized sub-agents. One stated campaign intent turns into coordinated execution across channels without a human in the loop.

MARKETOS
STACK
LANGGRAPHCLAUDE APIKAFKAPGVECTOR
02
TRADESIM.
AGENTIC TRADING SIMULATOR

Agentic trading simulator over live OHLCV data, RAG news retrieval, and computed technical indicators. LLM analysis turns those into structured stock reports you can audit, alongside real-time P&L simulation.

IEMA R&D (IEMLABS)
ORG
TRADESIM.
TRADESIM.
AGENTIC TRADING SIMULATOR
IEMA R&D (IEMLABS)
ORG
ML INTERN
ROLE
EXPLAINABLE STOCK REPORTS
OUTPUT
“

Agentic trading simulator over live OHLCV data, RAG news retrieval, and computed technical indicators. LLM analysis turns those into structured stock reports you can audit, alongside real-time P&L simulation.

TRADESIM
STACK
PYTHONRAGLLM ANALYSIS
TRADESIM.
TRADESIM.
AGENTIC TRADING SIMULATOR
IEMA R&D (IEMLABS)
ORG
ML INTERN
ROLE
EXPLAINABLE STOCK REPORTS
OUTPUT
“

Agentic trading simulator over live OHLCV data, RAG news retrieval, and computed technical indicators. LLM analysis turns those into structured stock reports you can audit, alongside real-time P&L simulation.

TRADESIM
STACK
PYTHONRAGLLM ANALYSIS
03
BOL
BACHHAN.
AI VOICE CALL PLATFORM

AI voice call management platform (Retell AI–comparable) with dashboards for campaign management, call-log analytics, AI workflow building, lead management, and knowledge-base integration. Automated GoHighLevel CRM workflows via n8n.

VITANIUMX
ORG
BOL BACHHAN.
BOL BACHHAN.
AI VOICE CALL PLATFORM
VITANIUMX
ORG
40% SALES GROWTH
RESULT
+70% QUALIFIED INBOUND
LEADS
“

AI voice call management platform (Retell AI–comparable) with dashboards for campaign management, call-log analytics, AI workflow building, lead management, and knowledge-base integration. Automated GoHighLevel CRM workflows via n8n.

BOL BACHHAN
STACK
NEXT.JSTYPESCRIPTTAILWINDN8N
BOL BACHHAN.
BOL BACHHAN.
AI VOICE CALL PLATFORM
VITANIUMX
ORG
40% SALES GROWTH
RESULT
+70% QUALIFIED INBOUND
LEADS
“

AI voice call management platform (Retell AI–comparable) with dashboards for campaign management, call-log analytics, AI workflow building, lead management, and knowledge-base integration. Automated GoHighLevel CRM workflows via n8n.

BOL BACHHAN
STACK
NEXT.JSTYPESCRIPTTAILWINDN8N
04
GLYCOCART.
SWIGGY BUILDER CLUB SELECT

Glucose-aware ordering agent for Indians managing PCOS, prediabetes, and CGM-tracked metabolic health. Reads a user's glycemic profile, re-ranks Swiggy's live menu by predicted personal glycemic impact instead of generic GI tables, and places the order through Swiggy's MCP tool schema - a multi-step LLM tool-calling loop, not a static filter.

SWIGGY BUILDER CLUB
SELECTED
GLYCOCART.
GLYCOCART.
SWIGGY BUILDER CLUB SELECT
SWIGGY BUILDER CLUB
SELECTED
HEALTH-TECH AGENT
TYPE
PCOS · PREDIABETES · CGM
USERS
“

Glucose-aware ordering agent for Indians managing PCOS, prediabetes, and CGM-tracked metabolic health. Reads a user's glycemic profile, re-ranks Swiggy's live menu by predicted personal glycemic impact instead of generic GI tables, and places the order through Swiggy's MCP tool schema - a multi-step LLM tool-calling loop, not a static filter.

GLYCOCART
STACK
NEXT.JS 15VERCEL AI SDKCLAUDE 3.5 SONNET
GLYCOCART.
GLYCOCART.
SWIGGY BUILDER CLUB SELECT
SWIGGY BUILDER CLUB
SELECTED
HEALTH-TECH AGENT
TYPE
PCOS · PREDIABETES · CGM
USERS
“

Glucose-aware ordering agent for Indians managing PCOS, prediabetes, and CGM-tracked metabolic health. Reads a user's glycemic profile, re-ranks Swiggy's live menu by predicted personal glycemic impact instead of generic GI tables, and places the order through Swiggy's MCP tool schema - a multi-step LLM tool-calling loop, not a static filter.

GLYCOCART
STACK
NEXT.JS 15VERCEL AI SDKCLAUDE 3.5 SONNET
05
DEEPFAKE
DETECTION.
SIH 2024 · MULTIMODAL FORENSICS

Multimodal deepfake-detection pipeline built for Smart India Hackathon 2024. MTCNN and Azure Computer Vision extract and align faces from raw video, feeding a ResNeXt-50 + LSTM classifier for visual frames alongside Librosa audio-feature analysis, with Kafka-based streaming for real-time inference at scale.

SIH 2024
EVENT
DEEPFAKE DETECTION.
DEEPFAKE DETECTION.
SIH 2024 · MULTIMODAL FORENSICS
SIH 2024
EVENT
96.68%
ACCURACY
MTCNN + AZURE VISION FACE-EXTRACT
PIPELINE
“

Multimodal deepfake-detection pipeline built for Smart India Hackathon 2024. MTCNN and Azure Computer Vision extract and align faces from raw video, feeding a ResNeXt-50 + LSTM classifier for visual frames alongside Librosa audio-feature analysis, with Kafka-based streaming for real-time inference at scale.

DEEPFAKE DETECTION
STACK
RESNEXT-50LSTMLIBROSAKAFKAS3
DEEPFAKE DETECTION.
DEEPFAKE DETECTION.
SIH 2024 · MULTIMODAL FORENSICS
SIH 2024
EVENT
96.68%
ACCURACY
MTCNN + AZURE VISION FACE-EXTRACT
PIPELINE
“

Multimodal deepfake-detection pipeline built for Smart India Hackathon 2024. MTCNN and Azure Computer Vision extract and align faces from raw video, feeding a ResNeXt-50 + LSTM classifier for visual frames alongside Librosa audio-feature analysis, with Kafka-based streaming for real-time inference at scale.

DEEPFAKE DETECTION
STACK
RESNEXT-50LSTMLIBROSAKAFKAS3
06
HILEX
PUBLICATION.
ACCEPTED AT ICDAR 2025

Hierarchical layout extraction system using PyTorch and Roboflow object detectors, benchmarked on a dataset of 1,965 exam papers for automated digital question-bank creation. Co-authored with Utathya Aich, Shinjini Chakraborty, Souradeep Ghosh, and Tulika Saha.

ICDAR 2025
ACCEPTED
HILEX PUBLICATION.
HILEX PUBLICATION.
ACCEPTED AT ICDAR 2025
ICDAR 2025
ACCEPTED
CO-AUTHOR
ROLE
1,965 EXAM PAPERS
DATASET
“

Hierarchical layout extraction system using PyTorch and Roboflow object detectors, benchmarked on a dataset of 1,965 exam papers for automated digital question-bank creation. Co-authored with Utathya Aich, Shinjini Chakraborty, Souradeep Ghosh, and Tulika Saha.

HILEX PUBLICATION
STACK
PYTORCHROBOFLOW
HILEX PUBLICATION.
HILEX PUBLICATION.
ACCEPTED AT ICDAR 2025
ICDAR 2025
ACCEPTED
CO-AUTHOR
ROLE
1,965 EXAM PAPERS
DATASET
“

Hierarchical layout extraction system using PyTorch and Roboflow object detectors, benchmarked on a dataset of 1,965 exam papers for automated digital question-bank creation. Co-authored with Utathya Aich, Shinjini Chakraborty, Souradeep Ghosh, and Tulika Saha.

HILEX PUBLICATION
STACK
PYTORCHROBOFLOW

OTHER PROJECTS

BLOODLINK

Blood bank platform with donor registration, live inventory, and map search for nearby banks. A TensorFlow model forecasts demand so stock allocation is not guesswork, and inventory stays in sync across banks.

REACT.JSEXPRESS.JSMONGODB ATLASREDISTENSORFLOWLEAFLET

ECO-ALERT

Geotagged, photo-backed hazard reports for water, air, noise, and chemical spills, with live air-quality overlays on a Supabase realtime map.

REACT.JSSUPABASEREST APISLEAFLET

CAMERA PLACEMENT VISUALIZER

Customer-facing Three.js scene with animated water and orbit controls, wrapped around a greedy algorithm that scores camera arrays on coverage, overlap, pixel density, and bird-detectability. Exports the chosen deployment plan as JSON, CSV, and a Markdown report.

JAVASCRIPTTHREE.JS

SURVEYSPARROW

Describe what a survey needs to find out and Gemini's structured-output API returns the whole schema: titles, question types, rating scales, Likert matrices. Drag-and-drop editor and results dashboard on top.

TYPESCRIPTREACTGEMINI APIRECHARTS

RADISH

Vehicle-dynamics simulator built from a from-scratch physics engine - custom engine, transmission, brake, and chassis models - exposed as a Gymnasium environment for reinforcement-learning agents trained with Stable-Baselines3. Renders through a PyQt6 desktop app and a Panda3D 3D viewport with physically-based studio lighting.

PYTHONPYQT6PANDA3DGYMNASIUMSTABLE-BASELINES3PYTORCH

NUTRISENSE AI

Google ADK multi-agent system built for a Google hackathon. A root agent delegates to a Gemini Vision scanner, a diet coach, a meal planner, and a Places-API agent for nearby options, with Firestore-backed logs behind a progress dashboard.

GOOGLE ADKGEMINI VISIONFASTAPIFIREBASEREACT

BIRD DETECTOR

Real-time bird detection on a Raspberry Pi 4 with an IMX708 camera, running a YOLO26n model exported to NCNN for ARM inference and streaming annotated MJPEG video over Tailscale. Documented failure analysis on small-object detection and SAHI tiling tradeoffs drove iterative accuracy improvements on constrained hardware.

PYTHONYOLONCNNRASPBERRY PIFLASK

KODAK COLORSPACE VLM

Does color-space representation bias a vision-language model? Every image in the Kodak benchmark is split into 17 variants (RGB, grayscale, CMYK, HSV/LAB channels) and run through Gemini Flash and Llama 4 Scout and Maverick to see how scene understanding shifts.

PYTHONGEMINILLAMA 4

PUBLICATIONS

HiLEx: Image-Based Hierarchical Layout Extraction from Question Papers

Utathya Aich, Shinjini Chakraborty, Deepan Sadhukhan, Souradeep Ghosh, Tulika Saha

  • -Developed a hierarchical document layout extraction system using PyTorch and Roboflow object detectors, benchmarked on a multimodal dataset of 1,965 exam papers to automate digital question-bank creation.
  • -ICDAR is the IEEE/IAPR conference on document analysis and recognition; the paper appears in the Springer LNCS proceedings.
ACCEPTED · ICDAR 2025CO-AUTHOR

SKILL MATRIX

GENERATIVE AI & LLMS
LANGGRAPHAGENTIC AIRAG SYSTEMSPROMPT ENGINEERINGCLAUDE APIOPENAI APIHUGGING FACE TRANSFORMERS
7 SKILLS
MACHINE LEARNING
PYTORCHTENSORFLOWSCIKIT-LEARNOPENCVCNNSLSTMSOBJECT DETECTION
7 SKILLS
DATA & VECTOR INFRA
POSTGRESQLPGVECTORMONGODBREDISCLICKHOUSEKAFKAAWS S3
7 SKILLS
FRONTEND
NEXT.JSREACT.JSTYPESCRIPTTAILWIND CSSSTREAMLITGRADIO
6 SKILLS
BACKEND
PYTHONFLASKEXPRESS.JSREST APISCLOUDFLARE WORKERS
5 SKILLS
EDGE AI & DEPLOYMENT
DOCKERONNXRASPBERRY PIRTSPMQTTFFMPEG
6 SKILLS
TOOLS & AUTOMATION
GIT/GITHUBN8NPOSTMANROBOFLOWTHREE.JSLATEX
6 SKILLS

EXPERIENCE

DD
DEEP DUO FOUNDATION
MAR 2026 - JUN 20263 MO
PRODUCT DEVELOPMENT INTERN
  • Architected MarketOS: a Supervisor agent orchestrating 16 specialized sub-agents
  • Built event-driven multi-agent system with LangGraph, Claude API, Kafka, pgvector
  • Inter-agent schemas, observability pipelines, and dashboards non-engineers could read
IR
IEMA R&D
DEC 2025 - FEB 20262 MO
MACHINE LEARNING INTERN
  • Built TradeSim, an agentic trading-simulation platform with RAG news retrieval
  • Schema-validated LLM output driving stock analysis and real-time P&L simulation
V
VITANIUMX
MAR 2025 - DEC 20259 MO
FULL STACK SOFTWARE DEVELOPER INTERN
  • Built Bol Bachhan, an AI voice call management platform, with Next.js and TypeScript
  • Automated GoHighLevel CRM workflows via n8n and rebuilt landing pages
  • Drove 40% sales growth, ~70% more qualified inbound calls, 30% better lead conversion
NI
NEXAWINGS INTERNATIONAL
JAN 2024 - APR 20243 MO
SOFTWARE DEVELOPER INTERN
  • Developed Flask microservices with CRUD endpoints for core product workflows
  • Identified 9 critical backend issues via systematic Postman API testing
  • Scraped and validated ~1,500 high-intent sales leads with BeautifulSoup
II
IEM IEDC
SEP 2023 - NOV 20232 MO
STUDENT RESEARCHER
  • Built a disease-diagnosis RAG chatbot achieving 85% diagnostic accuracy
  • Ran it against 500+ test users before rollout
  • Automated a portal managing 30+ student-project mappings

EDUCATION & ACHIEVEMENTS

EDUCATION

BTech in Computer Science, Specialization in AI & Machine Learning

Institute of Engineering and Management

Salt Lake, Kolkata, West Bengal, India

2023 - 2027
ACHIEVEMENTS & ACTIVITIES
  • -Led interdisciplinary teams at Startup Mahakumbh, MSME IP-Yatra, IDE Bootcamps, and the Google Solution Challenge.
  • -Selected for the Swiggy Builder Club with GlycoCart, a glucose-aware ordering agent built on Swiggy's MCP server.