AI Developer & Machine Learning Engineer
Transforming ideas into intelligent solutions. Specializing in LLMs, computer vision, and AI-powered applications.
About Me
Specialized in building AI powered Apps, MVPs to validate ideas, implementing RAG pipelines, finetuning LLM models, chatbots, and developing image-object segmentation for healthcare usecase. I'm a lead engineer and I handle ins and outs of every project I involve in, and I'm the one who will be interacting with you directly and personally.
"I only take 2 projects per month to ensure I give my utmost focus to each client, making sure I successfully tick every checkbox."
Core Expertise
- Large Language Models (LLMs) & RAG Systems
- Computer Vision & Image Processing
- Natural Language Processing
- MLOps & Model Deployment
- AI-Powered Web Applications
Featured Projects
Case Studies
Work Experience
- Built a RAG (Retrieval-Augmented Generation) system on Azure to automate manual document lookup for a manufacturing company’s sales team, reducing search time by seconds from 5 minutes.
- Deployed the full pipeline using Azure App Services and Blob Storage, enabling secure, scalable, and 24/7 access for over 100 sales reps.
- Integrated features such as Authentication using OAUTH2, User chat history, user feedback, follow up questions, and all these user data is getting stored in cosmos db.
- Built a Full Stack In House RAG LLM solution for a cyber security Project.
- Implemented RAG pieplines and used Finetuned models to get accurate and precious real time threat intel data.
- Implemented Radis cache and memory management to store cache and short term memory of llm query response cycle.
- Build CI-CD pipelines and Deployed in AWS EC2 and implemented LLMOPS concepts.
- Implemented Query Transformation Feature to enhance input user query to get accurate retrieved documents.
- Implemented In-text Citation Documents feature using Prompt Engineering.
- Implemented Claude3 Haiku model using AWS Bedrock.
- Developed Data Ingestion Pipeline between AWS S3 Knowledge Base, AWS Kendra and AWS ECS.
- Developed a chatbot to automate the recruitment process, facilitating candidate screening and communication.
- Collected and pre-processed job descriptions and candidate profiles, enhancing the chatbot’s natural language understanding.
- Integrated the chatbot with an applicant tracking system (ATS) for seamless data flow and automated data management.
- Built a recommendation engine within the chatbot to suggest job openings to candidates based on their profiles.
- Developedachatbottoassist with patient interactions, providing information and support regarding healthcare services and appointment scheduling.
- Fine-tuned advanced NLP models to improve the chatbot’s ability to understand and accurately respond to medical-related queries.
- Built a symptom checker feature within the chatbot to help users identify potential health issues based on their symptoms.
- Developed a computer vision model to detect potholes in photographs, thereby aiding municipal bodies in road maintenance tasks.
- Created an automated system that streamlines the detection process, reducing the need for manual inspection and speeding up response times.
- Improved response times for pothole repair by providing an automated system for pothole identification and prioritization.
Trusted by Leading Agencies
Client Testimonials
"I highly recommend Ashish for his incredible passion and dedication in developing Retrieval-Augmented Generation (RAG) solutions for Large Language Models (LLMs). His willingness to tackle complex challenges head-on have been instrumental in driving our projects forward. His positive attitude and collaborative spirit make him a joy to work with, always ready to lend a hand or share insights with colleagues. Ashish's commitment to continuous learning and improvement in the field of RAG LLM solutions is truly admirable."
"Ashish possesses a remarkable ability to not only understand the intricacies of LLM and RAG but also to apply this knowledge in practical, innovative ways. His proficiency in leveraging these technologies has significantly enhanced our projects, leading to more efficient and effective solutions. Moreover, Ashish's proactive approach to staying updated with the latest advancements in the field ensures that our team is always at the cutting edge of technology. His contributions have been instrumental in optimizing our workflows and improving our overall productivity. I highly recommend Ashish for any role that requires expertise in LLM and RAG. His dedication, expertise, and collaborative spirit make them an invaluable asset to any organization."
"He is professional and careful with your project. He is flexible and open to new approaches. I recommend him."
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