IshaanSD.work
AVAILABLE FOR CONTRACT & FULL-TIME

I build systems
that are

Hey, I'm Ishaan Doddamani. I'm a Software Engineer specializing in AI automation, enterprise LLM applications (MCP), backend systems, and automated test pipelines. I design scalable solutions that combine robust data engineering with state-of-the-art intelligent automation.

ishaan_profile.ts

const engineer = {

name: "Ishaan Doddamani",

role: "AI & Backend Engineer",

skills: ["MCP", "Python", "APIs", "Selenium", "Spark", "Docker"],

passion: "Automating complex workflows",

loc: "Navi Mumbai, India"

};

Quick tip: Hover and move your cursor over this card to watch it respond in 3D perspective space!

UTF-8
TypeScript React
My Journey

Orchestrating intelligent AI automation, scale backend workflows, and robust data systems

I am a Software Engineer specializing in AI Automation, LLM Applications, Backend Development, and Data Engineering. I believe automation architectures and data workflows should not only be highly scalable and robust, but also serve to drive elegant, intelligent enterprise solutions.

My expertise spans building MCP-powered conversational chatbots, creating automated Selenium translation pipelines, automating JIRA/Codebeamer migration workflows, and scripting distributed data processing systems. I am passionate about bridging the gap between state-of-the-art AI capabilities and enterprise production environments.

Whether I am fine-tuning transformer models like DistilBERT, building complex automation engines in Python, or designing large-scale test pipelines, I strive for high performance, accuracy, and clean code architecture.

3+ Years

Professional Exp.

Engineered Confluence chatbots, Selenium pipelines, and automated test environments.

BE + PGD

Academic Focus

Computer Engineering (Mumbai Univ) & Big Data Analytics (CDAC Sunbeam).

72% NLP

ML Model Accuracy

Empathetic emotional support chatbot fine-tuned on 10 core emotions.

MCP & LLM

Enterprise AI

Designed access-controlled knowledge retrieval and intelligence pipelines.

Technical Stack

My Tech Ecosystem

A curated selection of core languages, distributed processing frameworks, and ML/AI toolsets I leverage to engineer robust intelligence systems.

MCP & LLM Applications

Machine Learning & AI
Proficiency80%

Transformers & Gemini API

Machine Learning & AI
Proficiency100%

DistilBERT & Prompt Eng.

Machine Learning & AI
Proficiency80%

Spark, Kafka & Hadoop

Big Data & DevOps
Proficiency60%

Airflow, Delta Lake & Hive

Big Data & DevOps
Proficiency60%

AWS, Docker & Linux

Big Data & DevOps
Proficiency80%

Python & SQL

Languages & Databases
Proficiency100%

Java, C/C++ & R

Languages & Databases
Proficiency60%

MySQL, Mongo & NoSQL

Languages & Databases
Proficiency80%

Selenium & APIs (Automation)

Languages & Databases
Proficiency100%

Jira, Confluence

Languages & Databases
Proficiency80%
Selected Portfolios

Featured Creations

A showcase of distributed pipeline developments, machine learning experimentation, and advanced computer vision modeling projects.

Emotion Support ChatbotMachine Learning & NLP

Emotion Support Chatbot

An empathetic emotional support chatbot featuring fine-tuned DistilBERT models achieving 72% accuracy on 10 distinct emotions. Deployed as a Streamlit client with Google Gemini API integrations for rich conversational context synthesis and favorites character voice mimicry.

PythonDistilBERTHugging FaceGemini APIStreamlitTransformers
Real-Time Human Activity PipelineBig Data & Pipelines

Real-Time Human Activity Pipeline

A highly scalable distributed data pipeline designed to ingest, process, and analyze real-time body motion activity streams. Utilizes Apache Kafka and Spark Streaming engines with automated Airflow workflow orchestrations and complete multi-container Docker deployments.

PythonApache KafkaApache SparkDelta LakeAirflowDocker
Facial Lie Detection CV ModelComputer Vision

Facial Lie Detection CV Model

An innovative computer vision system engineered for non-intrusive truth validation using facial micro-expressions. Built preprocessing pipelines, high-speed camera keypoint trackers, and feature extraction layers to classify minute facial muscle contractions.

PythonOpenCVScikit-LearnComputer VisionFeature Engineering
My Background

Professional Experience

A linear timeline of my technical career history, detailing critical milestones, creative roles, and technologies deployed.

Software Engineer

IAV India Tech Pvt Ltd
SEP 2025 - PRESENT
Pune, India
  • Built an MCP-powered Confluence Chatbot enabling enterprise knowledge retrieval from Confluence while enforcing user authorization and access-control policies.
  • Developed an Excel-to-JIRA migration automation tool using Python to convert large PO datasets into structured JIRA epics through preprocessing, filtering, and data mapping workflows.
  • Engineered a German-to-English Excel Translation Pipeline using Selenium automation and enterprise translation services while preserving spreadsheet formatting, signal names, variables, and domain-specific keywords using masking techniques and exception handling.
  • Automated Volkswagen Incident Handler testcase generation using Python, Pandas, configurable templates, placeholder-driven workflows, logging, and Codebeamer integration.
  • Engineered Volkswagen Data Manager Testcase Automation solutions involving ADAS systems, Linux environments, networking concepts, and HIL execution.
  • Designed automation approaches using Python and AI-driven workflows for intelligent testcase generation and automated execution on shared Berlin-based test rigs.
PythonSeleniumPandasMCPLLM ApplicationsLinuxCodebeamerJiraConfluenceAutomotive Systems

PG Diploma in Big Data Analytics (DBDA)

Sunbeam CDAC (Pune)
FEB 2025 - SEP 2025
Pune, Maharashtra
  • Specialized in high-scale data analytics frameworks, distributed data systems, and database warehousing structures.
  • Graduated with an aggregate CPI score of 74%.
Big DataApache SparkHadoopHiveCassandraMySQLNoSQLStatisticsMachine LearningDeep LearningGenerative AI

Executive Survey Programmer

IPSOS
DEC 2022 - FEB 2025
Mumbai, India
  • Developed and scripted complex multi-market consumer insights surveys using IBM SPSS Dimensions.
  • Queried, validated, and analyzed production data pipelines using SQL/DMQuery to generate key insights.
  • Worked closely with international project managers to design client-specific report formats and troubleshoot live system bugs.
ExcelPythonPandasIBM SPSS DimensionsSQLDMQueryData ValidationData Analysis

B.E. in Computer Engineering

Mumbai University (Bharathi Vidyapeeth)
2018 - 2022
Mumbai, Maharashtra
  • Built a solid grounding in core computer science disciplines: Data Structures, Algorithms, Operating Systems, and DBMS.
  • Graduated with a cumulative GPA of 8.11 / 71.93%.
Computer EngineeringData StructuresAlgorithmsDatabasesC/C++Python
Connect

Get In Touch

Have a project in mind, a freelance inquiry, or just want to swap ideas? Drop a line and let's make it happen.

Let's build something exceptional.

I'm always excited to collaborate on new digital tools, design structures, responsive layouts, or full-stack React systems. Send a message, and I'll get back to you within 24 hours.

Email Direct

ishaandoddamani@gmail.com

Mobile Number

+91 8850356096

Base Location

Navi Mumbai - 410218, India