# Aditya Kishtawal - Senior AI Engineer & Data Scientist
Source: https://hello.cv/adityakishtawal
Ahmedabad

## Links
- LinkedIn | https://www.linkedin.com/in/aditya-kishtawal-3988911aa
- GitHub | https://github.com/akishtawal
- Email
- Phone

## About
Highly innovative Senior AI Engineer and Data Scientist with a proven track record of architecting and optimizing advanced AI systems, including 45+ production-grade agentic solutions. Expert in leveraging GenAI, LLMs, and machine learning to drive significant performance gains and strategic business outcomes, particularly within the insurance and legal tech sectors. Adept at leading technical initiatives from concept to deployment, scaling operations, and fostering cross-functional collaboration to deliver high-impact, data-driven solutions.

## Work
### Senior AI Engineer (Founding Team) | Linqura
Architected and optimized 45+ production-grade agentic AI systems, driving significant performance gains and establishing core AI infrastructure for an enterprise business intelligence platform.
- Led the architecture and development of 45+ production-grade agentic AI systems as the first AI engineer on the founding team, processing 50M+ insurance records for automated carrier mapping and document intelligence.
- Achieved 45.7% performance optimization in large-scale data pipelines by engineering async architectures and distributed caching, saving ~1000 days in processing time for real-time business intelligence.
- Developed multimodal document intelligence systems for SERFF regulatory filings using Vision LLMs, LangChain, and Pinecone, automating structured data extraction and compliance analysis across 50+ US states.
- Built compound AI systems, achieving 80-90% autonomous coverage for carrier-to-business mapping and NAICS classification, utilizing ML-based firmographic regression models and clustering methodologies.
- Deployed robust production monitoring infrastructure using Streamlit, PostgreSQL, and AWS, providing real-time dashboards for system performance and data quality across all AI pipelines and client-facing applications.
- Scaled AI engineering operations by 125% (from 4 to 9 members), establishing technical hiring protocols and conducting 25+ candidate interviews to secure 5 strategic hires.
### Data Scientist and AI Engineer | TeamEpic - Packt Publishing Ltd.
Gained expertise in Data Science and led the development of 3-5 GenAI-based client MVPs, demonstrating end-to-end project deployment skills.
- Mastered Data Analytics, Statistics, Machine Learning (MLOps), Deep Learning, and NLP, gaining comprehensive theoretical and hands-on Data Science expertise.
- Led the end-to-end development of 3-5 GenAI-based client MVPs, leveraging cutting-edge LLM models in Python, prompt engineering, and solution architecture building.
- Developed and deployed innovative AI solutions, including an Automated Course Development Model, Voice-based Search Enhancement for E-Commerce, and YourHonor-AI for the Indian Legal System.
- Applied advanced GenAI concepts and technologies, including Retrieval Augmented Generation (RAG), Vector Databases (FAISS, Pinecone), and Fine-tuning, to enhance project outcomes and mitigate risks.
### Data Science Intern (Founding Team) | Zintlr Pvt. Ltd.
Contributed to lead generation projects and automated data extraction capabilities, significantly optimizing processes and reducing parsing time.
- Leveraged Python development and Data Analytics skills to automate data extraction capabilities for Zintlr's B2B lead generation platform.
- Collaborated with cross-functional teams to develop and deploy automated Django APIs and data scraping scripts, optimizing lead generation processes and increasing overall leads by 20-30%.
- Led the complete development of a 'LinkedIn Parser' for Zintlr's Chrome extension, automating key information extraction and reducing parsing time by over 80% using Scrapy and XPaths.
- Integrated parser scripts with MongoDB using PyMongo and created APIs for seamless front-end integration, streamlining data flow and ensuring data accuracy through rigorous testing.
### Research Intern | Indian Space Research Organisation (ISRO)
Spearheaded a research project on 'Bias Correction of SCATSAT-1 Winds,' analyzing large datasets and applying ML algorithms to enhance satellite data quality.
- Spearheaded a pivotal research project within the Atmospheric and Oceanic Sciences Group (AOSG) titled 'Bias Correction of SCATSAT-1 Winds' for ISRO's scatterometer satellite.
- Steered data collection and analysis efforts, collating over 100 GB of diverse datasets using Python, and identified strategic opportunities to enhance satellite data quality and communication accuracy.
- Researched, applied, and compared pertinent data science and machine learning algorithms to rectify bias in satellite wind data, achieving respective accuracies ranging between 75-90%.
- Presented research findings to the esteemed scientific peer group at AOSG, receiving validation to proceed with documenting the research.

## Education
### Pandit Deendayal Energy University (PDEU) | Computer Science and Engineering
9.41/10
### Kendriya Vidyalaya (SAC) - Central Board of Secondary Education (CBSE) | General Education
95.4%
### Kendriya Vidyalaya (SAC) - Central Board of Secondary Education (CBSE) | General Education
10/10

## Certificates
### Python (Advanced)
Google Drive | 2023-01-01 | https://drive.google.com/file/d/1qP3beaHFrtc14OF6jShYhI6Fo7ZRgYWH/view?usp=drive_link
### SQL (Advanced)
Google Drive | 2023-01-01 | https://drive.google.com/file/d/1UdiV0enIkOzwHl60TW5mmmyuvBvuE4UJ/view?usp=sharing
### Applied Artificial Intelligence
Google Drive | 2023-01-01 | https://drive.google.com/file/d/1evUxaKvOYpsv-PF7VIhCK_Fs7svvrbeV/view?usp=drive_link
### Mastering ChatGPT
Google Drive | 2023-01-01 | https://drive.google.com/file/d/1SDE2ZB-Y4keqNVVjOnYZQuZXBQwfzCLM/view?usp=drive_link
### HIPAA Associate (HIPAAA)
Google Drive | 2023-01-01 | https://drive.google.com/file/d/1EJS-yAY4GhBEyYjpRcnnNTmz0we57G3t/view?usp=drive_link

## Skills
### Statistics
Advanced
- Hypothesis Testing
- Regression Analysis
- Bayesian Statistics
### Programming Languages
Advanced
- Python
- C++
### Frameworks
Advanced
- Django
- Flask
- Streamlit
### Data Preprocessing
Advanced
- Data Cleaning
- Feature Engineering
- Data Transformation
- Data Co-location/Alignment
### Tools
Advanced
- Jupyter Notebooks
- Google Colaboratory
- Git
- GitHub
- Docker
- MLFlow
- ClickUp
- AWS EC2
### Machine Learning
Advanced
- Scikit-learn
- TensorFlow
- Keras
- PyTorch
### Data Visualization
Advanced
- Matplotlib
- Seaborn
- Plotly
- Power BI
### Databases
Advanced
- SQL
- MongoDB
- AWS S3
- PostgreSQL
### Cloud Platforms
Advanced
- AWS
- Google Cloud
- Azure
### GenAI & LLM Tools
Advanced
- Langchain
- OpenAI API
- Gemini
- Llama
- Cohere
- Groq API
- LlamaIndex
- Retrieval Augmented Generation (RAG)
- Vector Databases (FAISS, Pinecone)
- Fine-tuning
- Prompt Engineering
### DevOps & MLOps
Advanced
- MLOps
- CI/CD
- Automation
### Solution Architecture
Advanced
- Solution Architecture Design

## Projects
### YourHonor-AI: An AI Chatbot for Indian Lawyers
A legal Q&A chatbot with document processing capabilities for the Indian Legal System, utilizing InLegalBERT and Llama-70B models.
### InsightAI - A CSV Visualisation Tool
https://github.com/akishtawal/InsightAI-CSV-Visualisation-Tool
An interactive tool for automating CSV data visualization, leveraging PandasAI and Cohere's 'command-r-plus' model for backend processing and SmartDataframe functionality.
### Voice-based Search Enhancement for E-Commerce Space
https://github.com/akishtawal/Voice-Search-Enhancement-Using-LLMs
Optimized voice-based search functionality for e-commerce websites by integrating OpenAI's Whisper model with Python audio libraries and FAISS with Llama-70B LLM models.
### Automated Course Development (ACD) Model
https://github.com/akishtawal/Automated-Course-Development-AI
An AI-driven solution deployed on Streamlit that generates comprehensive course content documents (PDFs and PPTs) from minimal user input.

## Source
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