Ismail Siddiqui

AI Researcher

India4 yrs 6 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in deploying scalable AI solutions.
  • Proven track record in enhancing product performance.
  • Specialized in optimizing models with TensorRT.
Stackforce AI infers this person is a Machine Learning Engineer specializing in AI solutions for SaaS and transportation industries.

Contact

Skills

Core Skills

Artificial Intelligence (ai)Natural Language Processing (nlp)Large Language Models (llm)Data ScienceComputer VisionDeep LearningGenerative AiMachine LearningMicrocontrollersC++

Other Skills

API DevelopmentAmazon Web Services (AWS)ArduinoAudio ProcessingCloud ComputingData AnalysisData AnalyticsData VisualizationFlaskGoogle Cloud Platform (GCP)KerasPattern RecognitionPredictive AnalyticsProblem SolvingPython (Programming Language)

About

I'm a Machine Learning Engineer with more than 4 years of experience building and deploying AI solutions in computer vision, NLP, and generative AI. I've developed systems such as NSFW detection with Vision Transformers, LLM-powered chatbots, object and background removal tools, and real-time visual search engines. I specialize in optimizing models with TensorRT and deploying them using NVIDIA Triton, Docker, and Kubernetes. My work has consistently improved product performance, reduced processing time, and increased user engagement. I'm passionate about creating scalable AI systems that effectively solve real-world problems.

Experience

Damco solutions

Machine Learning Engineer

Aug 2025Present · 7 mos · Remote

  • Ascension – AI Coach Platform
  • Designed and developed an agentic AI coaching assistant capable of replicating the persona, tone, style, and empathy of target human coaches for personalized interactions.
  • Enabled the bot to perform dynamic, context-aware tasks in real time based on ongoing conversations.
  • Deployed and optimized the system for scalability, ensuring reliable performance under high user load.
  • Built and integrated custom fine-tuning pipelines using proprietary coach data to enhance model alignment and behavioral consistency.
  • Implemented automated status notification systems to update stakeholders via email and synchronize fine-tuning progress with the database.
Artificial Intelligence (AI)Natural Language Processing (NLP)System Deployment

Revalgo

AI Engineer

Jan 2025Jul 2025 · 6 mos · Remote

  • SOA
  • Enhanced purchase order data extraction with LLM-powered automation, significantly improving operational efficiency.
  • Built end-to-end workflows for document parsing, structured data formatting, and validation processes.
  • Increased accuracy in procurement data capture, cutting down manual intervention and error rates.
  • Created performance validation scripts to assess and score LLM outputs, ensuring consistency and reliability.
  • Implemented periodic data synchronization between client systems and SQL databases for seamless integration.
  • Cross Reference
  • Developed a product matching system using LLM-based re-ranking and Quadrant Similarity scoring to align master and referenced
  • product descriptions.
Large Language Models (LLM)SQLData Science

Phot.ai

Machine Learning Engineer

May 2024Jan 2025 · 8 mos · Remote

  • Image Enhancer
  • Developed cutting-edge Image Super Resolution algorithms using advanced ML techniques, significantly improving image quality and clarity.
  • Innovated an Image Colorization module with deep learning, accurately adding colors to black-and-white images, enhancing realism.
  • AI Chatbot
  • Leveraged GPT-3 and LLaMA2 for advanced chatbots with a conversational memory feature, enhancing interaction and deploying cutting-edge NLP techniques.
  • ML OPS
  • Converted image processing models (GAN-based) to TensorRT for optimized inference.
  • Deployed models on NVIDIA Triton Inference Server for scalable and efficient serving.
Computer VisionDeep LearningGenerative AI

Appyhigh

Machine Learning Engineer

Feb 2022Apr 2024 · 2 yrs 2 mos · Gurugram, Haryana, India · Remote

  • PixelGO
  • Utilized state-of-the-art methods for old image restoration, preserving visual quality and historical value.
  • Designed a Background Removal feature using computer vision, enabling precise subject extraction from images.
  • Enhanced video quality with a Video Enhancer component, applying AI to reduce noise and improve clarity.
  • Introduced an Object Removal tool with machine learning for seamless unwanted object deletion from images.
  • 3D Fashion Fusion
  • Employed Generative AI for creating intricate clothing patterns, showcasing innovation in fashion design and manufacturing.
  • Engaged in B2B collaborations, offering AI-generated patterns and 3D models to the fashion industry.
  • ID Classifier
  • Developed an advanced ML model combining NLP and Computer Vision for accurate Indian ID classification, achieving near-zero false positives for B2B needs.
  • Image Similarity Search
  • Engineered a solution for fast retrieval of visually similar images from a database, demonstrating expertise in image processing and search optimization.
  • LipSync
  • Developed a Video2Video Audio-Driven GAN Network API for accurate lip-syncing, integrating GANs with audio-visual synchronization for enhanced multimedia experiences.
  • AI Prompt Suggester
  • Created a Seq2Seq-based model for prompt suggestion, optimized for rapid response and integrated as a TFLite model for frontend use.
  • Business Card Reader
  • Developed a state-of-the-art business card information extractor using cutting-edge OCR and computer vision technologies.
Computer VisionGenerative AIMachine Learning

Raunaque enterprises

Microcontroller Programmer

Jul 2021Feb 2022 · 7 mos · Prayagraj, Uttar Pradesh, India · On-site

  • Designed and programmed Arduino Nano-based systems for Indian Railways, including the Fog Pass device for reliable operation in
  • challenging weather and a GPS speedometer for accurate real-time speed tracking.
  • Integrated GPS modules and sensors with microcontrollers to improve efficiency and safety measures.
  • Wrote and optimized embedded C++ code for real-time data processing and hardware interfacing.
  • Conducted testing, debugging, and fine-tuning of hardware-software integration for railway applications.
C++MicrocontrollersArduino

Education

Allahabad State University

Bachelor of Science — Mathematics

Aug 2018Aug 2021

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