Mission log · DG-01 Status: active

DhruvGoyal

AI Engineer building multi-agent systems, RAG pipelines and applied ML.

Now → AI Engineer @ Zolve

Resume

Scene 01 → trajectory

56 skills. One line.

Accent stars (31) landed where a role first put them to work. Ink stars are toolkit listed on the resume.

Scroll — collapse the constellation

02Telemetry

Readouts from the logbook.

Six numbers, each quoted from a resume bullet. Each dial carries the line it came from.

CH-01Zolve
87%from 68%
SQL accuracy
Built a 4-stage NLP-to-SQL pipeline on Presto/Trino using RAG over 5K+ query logs, improving SQL accuracy from 68% to 87%
CH-02Zolve
20+
configurable agent workflows
Built LangGraph-based multi-agent framework supporting 20+ configurable workflows, tool routing & agent state management
CH-03Zolve
95%+
workflow reliability
Engineered MCP client layer with stdio/SSE transports, connection pooling & session recovery, achieving 95%+ workflow reliability
CH-04Zolve
400k+
potential leads aggregated
Built scraping pipeline on LinkedIn, MyVisaJobs, Yocket via API reverse-engineering & Selenium, aggregating 400k+ potential leads
CH-05NUS · AI Institute
+27%
F1 lift (5-fold LOIO CV)
Build 3-block CNN binary classifier over 64×64 DAPI tiles, validated via 5-fold Leave-One-Image-Out CV, lifting F1 by 27%
CH-06NUS · AI Institute
99.93%
peak memory reduction
Architected pipeline on HuggingFace with on-demand display/DZI generation via OpenSeadragon, 99.93% reduction in peak memory

03Trajectory

The flight path, waypoint by waypoint.

4 roles from data analysis to multi-agent infrastructure. Open any waypoint for the full log.

May 2024 – Jun 2024
~83% forecast accuracy89% forecasting accuracy with festival calendar
Aug 2024 – Dec 2024
+65% scam detection on persuasive synthetic v2
Sep 2025 – PresentOngoing
68%→87% SQL accuracy5K+ query logs behind the RAG index20+ configurable agent workflows95%+ workflow reliability400k+ potential leads aggregated
Multi-Agent Infrastructure & Enterprise AI Systems
Built a 4-stage NLP-to-SQL pipeline on Presto/Trino using RAG over 5K+ query logs, improving SQL accuracy from 68% to 87%
Engineered AML & Google Workspace MCP server, Slack forensic reporting, OAuth authentication, deep Google Sheets API integration
Built LangGraph-based multi-agent framework supporting 20+ configurable workflows, tool routing & agent state management
Engineered MCP client layer with stdio/SSE transports, connection pooling & session recovery, achieving 95%+ workflow reliability
Built Kafka-based workflow trigger system with time-aware scheduling, message parsing, daemon-thread execution for agent workflows
AI-Powered User Acquisition Systems
Created an LLM-driven community engagement tool for Reddit, using audience-segmented accounts and LLM-based actions to grow organic brand presence
Built scraping pipeline on LinkedIn, MyVisaJobs, Yocket via API reverse-engineering & Selenium, aggregating 400k+ potential leads
Skills used:SQLPresto/TrinoRAGMCP ServersOAuthGoogle Sheets APILangGraphKafkaSelenium
Jun 2026 – Jul 2026
+27% F1 lift (5-fold LOIO CV)150s serving timeout bypassed99.93% peak memory reduction

▲ Next waypoint: unwritten.

04Payload

Skills, wired to where they were used.

Every line in this graph comes from a bullet that names the skill. Hover, tap or tab through a skill to light up the roles and missions behind it.

Agents, LLMs & NLP

Data & Infrastructure

ML & Deep Learning

Languages & Tools

Vision & Audio

Statistics & Forecasting

Skill graph

Pick a skill

31 of 56 skills are named in specific roles or projects. Hover the graph, or tap a skill below, to see where each one was used.

Where the evidence sitsbullets citing each domain

Toolkit · listed, not tied to a bullet

CC++PythonROSNumPyPandasMatplotlibScikit-LearnJupyterTensorFlowKerasSciPyNLTKUltralyticsLibrosaOpenCVCrewAIFastMCPSQLAlchemyChromaDBPineconeMATLAB/SimulinkGitHubPostgreSQLDocker

05Missions

Case files, opened on request.

Eight missions, each built only from resume bullets and linked back to the role that produced it.

06Ground training & honors

Where the engineering started.

Dec 2021 – Jun 2025

Indian Institute of Technology, Kharagpur

B.Tech in Civil Engineering

Relevant coursework

Machine Learning
Deep Learning
Data Structures & Algorithms
Probability & Statistics

Gold
Oct 2023 – Dec 2023
Gold Medal — Trumio.AI Event – Inter IIT Tech 12.0
- Automated JSON schema generation of project KPIs via OpenAI Function Calling, enhanced project tracking & contract finalization
- Developed Resume, GitHub score calculator with Text Embedding Ada-002, GPT-3.5-turbo & FAISS, enhancing selection accuracy
- Developed LLM-driven roadmap system that generates personalized learning paths & live adaptive tests to improve user and team skills
R2
Jun 2024 – Jul 2024
Qualified Round 2 — The American Express Campus Challenge 2024
- Engineered over 70+ features from key variables, applied ANOVA & Chi-Square tests for correlations, enhancing model precision
- Utilized XGBoost & SHAP for comprehensive feature importance evaluation, achieved over 65% accuracy in predicting winners
2023
Silver Medal · Product Development
Recipient of Silver Medal in Product Development in General Championship of Technology, 2023, designed Vaccine Transport Box
RoboSumo · 5th in Institute
Competed in the RoboSumo event organized by the Technology Robotix Society, securing an impressive 5th position among Institute
2023
Gold · GC Cricket, RP Hall
Actively participated as a member of the Gold-Winning Cricket Team of Rajendra Prasad Hall in the General Championship, 2023.

CC++PythonROSSQLNumPyPandasMatplotlibScikit-LearnJupyterTensorFlowKerasSciPyNLTKUltralyticsLibrosaOpenCVLangChainLangGraphCrewAIFastMCPSQLAlchemyKafkaSeleniumChromaDBPineconeMATLAB/SimulinkGitHubPostgreSQLMCP ServersDocker

07 Comms

Open a channel.

Dhruv is currently AI Engineer at Zolve. The links below go straight to Dhruv.

Email Dhruv

DhruvDhruvGoyalGoyal

Internship · TitanData AnalystTitan Company Limited

Internship · IIT KGP · AI Dept.Research InternDepartment of Artificial Intelligence, IIT Kharagpur

Full-time · ZolveAI EngineerZolve Innovations Private Limited

Multi-Agent Infrastructure & Enterprise AI Systems

AI-Powered User Acquisition Systems

Internship · NUS · AI InstituteAI EngineerArtificial Intelligence Institute, National University of Singapore

Text-to-SQL Copilot

Multi-Agent Workflow Platform

Enterprise MCP Servers

AI-Powered User Acquisition

DAPI Tile Classifier & Deep-Zoom Viewer

Persuasion-Aware Scam Detection

Festival-Aware Sales Forecasting

Trumio.AI · Inter IIT Gold

Indian Institute of Technology, Kharagpur

Gold Medal — Trumio.AI Event – Inter IIT Tech 12.0

Qualified Round 2 — The American Express Campus Challenge 2024

Silver Medal · Product Development

RoboSumo · 5th in Institute

Gold · GC Cricket, RP Hall

Open a channel.Open a channel.

Internship · TitanData AnalystTitan Company Limited

Internship · IIT KGP · AI Dept.Research InternDepartment of Artificial Intelligence, IIT Kharagpur

Full-time · ZolveAI EngineerZolve Innovations Private Limited

Multi-Agent Infrastructure & Enterprise AI Systems

AI-Powered User Acquisition Systems

Internship · NUS · AI InstituteAI EngineerArtificial Intelligence Institute, National University of Singapore

Text-to-SQL Copilot

Multi-Agent Workflow Platform

Enterprise MCP Servers

AI-Powered User Acquisition

DAPI Tile Classifier & Deep-Zoom Viewer

Persuasion-Aware Scam Detection

Festival-Aware Sales Forecasting

Trumio.AI · Inter IIT Gold

Indian Institute of Technology, Kharagpur

Gold Medal — Trumio.AI Event – Inter IIT Tech 12.0

Qualified Round 2 — The American Express Campus Challenge 2024

Silver Medal · Product Development

RoboSumo · 5th in Institute

Gold · GC Cricket, RP Hall

Open a channel.Open a channel.

DhruvGoyal

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Open a channel.