Dr. Ankush Rai | Senior AI Developer & Research Scientist

Executive Summary

Visionary AI Research Scientist and Senior Developer with 13+ years of pioneering experience in artificial intelligence, machine learning, and autonomous systems. Proven track record of transforming cutting-edge research into 30+ commercial AI products that have generated millions in revenue and revolutionized industries from defense to healthcare.

Distinguished academic and industry leader with 98 research citations, 70+ published papers, and 9 pending patents. Successfully secured and managed ₹16+ Crores in research grants while delivering mission-critical AI solutions for prestigious organizations including DRDO, ISRO, IIT, and Bharat Electronics Limited.

AI Innovation

Created India's first LLM & 30+ AI products

Defense Excellence

30+ classified military AI projects

Leadership Impact

Led 50+ engineers & mentored 100+ students

Technical Expertise

"Transforming complex AI research into scalable production systems that solve real-world problems"

View My AI Software Portfolio

AI & Machine Learning

Deep Learning & Neural Networks 13+ Years

TensorFlow, PyTorch, Keras, Custom Architectures

Computer Vision & Image Processing 13+ Years

OpenCV, YOLO, SAR/Thermal/Hyperspectral Imaging

Natural Language Processing & LLMs 8+ Years

Transformers, BERT, GPT, Custom LLMs, RAG Systems

Reinforcement Learning & Robotics 7+ Years

Multi-Agent Systems, SLAM, Autonomous Navigation

Development & Engineering

Python & Scientific Computing Expert

NumPy, Pandas, SciPy, Matplotlib, Jupyter

Cloud & MLOps Advanced

AWS, GCP, Azure, Docker, Kubernetes, MLflow

Full-Stack Development Advanced

Flask, Django, React, Node.js, PostgreSQL

GPU Programming & HPC Expert

CUDA, cuDNN, Multi-GPU Training, Distributed Computing

Domain Expertise & Technologies

Autonomous Systems Defense AI Medical AI Cyber-Physical Systems UAV/Drones Satellite Imaging 3D Vision Edge AI Generative AI Financial AI

Professional Journey

Chief Technology Officer

Trenty Consultancy

2023 - 2024

Led AI product development and commercialization initiatives, transforming research into market-ready solutions.

Spearheaded development of enterprise AI solutions generating $2M+ revenue
Led cross-functional team of 15+ engineers in AI-powered SaaS development
Architected Rigga AI - Full-stack agentic system for legal automation
Developed Bharat Gyan - India's first LLM with 6k+ context length

Product Strategy Team Leadership LLM Development Revenue Growth

Assistant Professor

Warsaw University of Technology

2022 - 2023

Advanced research in AI and cyber-physical systems integration
Mentored 50+ graduate students in ML/DL
Published 8 peer-reviewed papers in top journals

Academic Research Teaching Excellence International Collaboration

AI Consultant

Indian Institute of Technology, Roorkee

2018 - 2021

Delivered 30+ defense & commercial AI projects worth ₹5+ Crores
Developed classified AI systems for DRDO and defense organizations
Created AI solutions for Honda India for quality control

Defense AI Computer Vision R&D Leadership

Founder & CEO

Techraion Systemworks

2018 - 2022

Built military-grade surveillance AI systems for defense establishments
Developed OMAC AI CCTV reducing security workload by 85%

Entrepreneurship Product Development Military Tech

Research Associate

VIT University, Chennai

2015 - 2017

Secured ₹16+ Crores in institutional grants
Established Intel IoT Lab and multiple research centers
Won 10 national/international awards

Grant Writing Research Excellence Lab Development

30+ AI Products Portfolio

Featured Products

Bharat Gyan LLM

India's first Large Language Model with 6k+ context length and advanced coding capabilities

Production Active

OMAC AI CCTV

Military-grade surveillance reducing false alarms by 85% with real-time threat detection

Defense Deployed

Rigga AI

Full-stack agentic system for lawyers with multilingual document generation

Legal Tech

AI & Machine Learning Products

CpLLM

Conditional probability-based language model for forecasting

Speaker Identification AI

Multi-language real-time voice recognition system

CoviDx

AI diagnostic tool for non-invasive COVID-19 detection

Majesta AI

Text-to-image generator for marketing applications

Computer Vision & Surveillance

WildEye Guardian

Forest surveillance AI for wildlife monitoring

Watch Registry

Criminal database with biometric matching & facial recognition

Visual Forge Studio

Text-to-animation technology for movie creation

Scan2Vector

AI-powered cadastral map vectorization tool

Enterprise Solutions

GIS Portal

Interactive spatial data management platform

DocuTrack QR

Military-grade document verification system

SureGuard

ML-based document forgery detection

Dashbooks

AI-based accounting software alternative to Tally

Gaming & Development Tools

ShapeWorks

Digital sculpting tool on Steam

TextureWorks

Texture synthesis platform with 1600+ textures

CodeWorks

No-code game development platform

HTML2APK Compiler

Web-to-mobile app converter on Steam

Defense & Military AI Projects

DRDO & Bharat Electronics Limited

Target Recognition Systems

SAR-based automatic target recognition
Thermal to RGB image conversion
Hyperspectral camouflage detection
Polarimetric SAR classification

Navigation & Surveillance

SLAM for unmanned reconnaissance
Multi-object tracking in UAV feeds
Colored night vision technology
Photogrammetry for target sizing

ISRO Projects

Moon Exploration

Autonomous piloting framework for lunar operations

Weather Prediction

Cloud surface modeling for atmospheric research

Cyclone Forecasting

Video-based cloud motion prediction system

Research & Academic Excellence

70+

Publications

98

Citations

9

Patents

10+

Awards

Selected High-Impact Publications

One-shot learning technique regression of reconfigurable learning network

International Journal of Electrical Engineering & Education (2019)

Population Coding of Generative Neuronal Cells for UAV-Based SLAM

Journal of Indian Society of Remote Sensing (2020)

Auto Neural Architecture Generator for UAV-Based Geospatial Surveillance

Journal of Indian Society of Remote Sensing (2020)

Major Research Grants Secured

₹16+ Crores Total Funding

UDAIMITA Yojana ₹2 Cr
MSME Technology Center ₹3 Cr
Intel IoT Lab ₹75 L
DST Technology Center ₹50 L

Awards & Recognition

Young Scientist Prize - MPCST
13th Position - Loebner Prize 2016
Best Paper Awards - IEEE Conferences
Young IT Professional - CSI

Academic Credentials

Ph.D. in Computer Science

Vellore Institute of Technology, Chennai

2017 - 2021

Thesis: Novel Ensemble Learning Framework for City-Wide Land Mapping & Digitization with Unmanned Aerial Vehicles

B.E. Computer Science & Engineering

Chhattisgarh Swami Vivekananda Technical University

2014

Major Thesis: Middleware Services based on collaborative fuzzy inference engine using fragmented neural network

Let's Build the Future of AI Together

Ready to transform your organization with cutting-edge AI solutions? Let's collaborate.

ankushressci@gmail.com +91-9087167083 Portfolio