I am a machine learning engineer with 6+ years of experience building production-grade AI systems across NLP, computer vision, search, and data science. I thrive on turning complex data into practical, scalable solutions that power product features and client outcomes. I have hands-on expertise with Python, PyTorch, TensorFlow, and I work with tools like Elasticsearch, PostgreSQL, AWS, and LangChain/LangGraph. My projects span hybrid SQL + vector + OCR retrieval, LLM-driven agents, multimodal search, and end-to-end ML deployment for SaaS products.

Devansh Khandekar

I am a machine learning engineer with 6+ years of experience building production-grade AI systems across NLP, computer vision, search, and data science. I thrive on turning complex data into practical, scalable solutions that power product features and client outcomes. I have hands-on expertise with Python, PyTorch, TensorFlow, and I work with tools like Elasticsearch, PostgreSQL, AWS, and LangChain/LangGraph. My projects span hybrid SQL + vector + OCR retrieval, LLM-driven agents, multimodal search, and end-to-end ML deployment for SaaS products.

Available to hire

I am a machine learning engineer with 6+ years of experience building production-grade AI systems across NLP, computer vision, search, and data science. I thrive on turning complex data into practical, scalable solutions that power product features and client outcomes.

I have hands-on expertise with Python, PyTorch, TensorFlow, and I work with tools like Elasticsearch, PostgreSQL, AWS, and LangChain/LangGraph. My projects span hybrid SQL + vector + OCR retrieval, LLM-driven agents, multimodal search, and end-to-end ML deployment for SaaS products.

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Experience Level

Expert
Expert
Expert
Expert
Expert

Language

Hindi
Fluent
English
Fluent
Marathi (Marāṭhī)
Advanced
Gujarati
Advanced

Work Experience

Machine Learning Engineer (Freelancer / Consulting) at Freelancer / Consulting
June 1, 2021 - Present
Led applied AI work across NLP, computer vision, speech, retrieval, and generative AI for product and client use cases. Built a VIXC photo-management SaaS search stack with LLM-powered agents that route across SQL, Elasticsearch, apparel/color search, OCR/scene-text search, and hybrid retrieval paths. Designed LangGraph-based multi-turn agent workflows with context detection, query planning, tool routing, memory updates, and conversational response generation for natural-language image search. Implemented production retrieval features including apparel/color extraction, scene-text mapping, hybrid orchestration, metadata filtering, and Elasticsearch-backed semantic search. Developed face-processing pipelines using PCN/AdaFace/ArcFace-style embeddings, cosine-similarity matching, deduplication logic, and AWS Lambda-based metadata generation for large-scale media workflows. Built cloud/back-end integrations and developer tooling including ingestion pipelines, PostgreSQL/REST APIs, CLI-bas
Data Scientist at Prosys
May 1, 2020 - June 1, 2021
Performed exploratory data analysis, feature engineering, hypothesis testing, and regression modeling on sales/marketing datasets to optimize cost per acquisition and revenue drivers. Built customer analytics workflows for engagement-rate modeling, CLV-based segmentation, visualization, and time-series analysis of product sales behavior. Developed BERT-based question answering for COVID-19 guidelines and sentiment/text-classification pipelines for app reviews, served through Streamlit, FastAPI, and AWS.
AI Research Intern at Smilebots
November 1, 2019 - April 1, 2020
Built OCR-driven extraction pipelines from webpages, PDFs, and images; worked on topic modeling, question generation, entity extraction, and content-based recommendation workflows for EdTech data.
Application Development Associate at Accenture
November 1, 2018 - April 1, 2019
Worked on testing and validation of web applications with hands-on exposure to software QA and manual test workflows.

Education

Bachelor of Engineering (Polymer Science) at Gujarat Technological University
January 1, 2014 - January 1, 2018

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Professional Services, Media & Entertainment