Aman Vijay Pratap Sahani
I'm a System Engineer specializing in AI, machine learning, and full-stack development. I develop cutting-edge AI applications, scalable backend systems, and innovative solutions using modern technologies. Winner of national programming competitions and Chancellor Gold Medal recipient.
Technical Expertise
Backend Frameworks
AI & Machine Learning
Featured Projects
QuantStream: Real-Time Blockchain Mempool Telemetry & EVM Block Builder Engine
QuantStream is a production-grade, distributed real-time blockchain telemetry and block execution (matching) engine built entirely in Rust (with a Python PyTorch training pipeline). It demonstrates the implementation of the Lambda Architecture—optimizing a high-frequency 'Hot Path' for sub-millisecond AI inference while securing a 'Cold Path' for durable event persistence and tiered multi-database analysis.
Custom CUDA & Triton GPU Kernels
High-performance custom GPU kernels in CUDA C++ and Triton JIT for FlashAttention, PagedAttention, KV cache packing, and sub-millisecond non-autoregressive decision model inference.
Resilient IoT Telemetry Pipeline on 2-Core Cloud Compute
High-throughput asynchronous MQTT telemetry pipeline built in Go with lock-free SPMC ring buffers and time-partitioned database micro-batching on OCI / AWS.
Professional Experience
AI/ML + Chatbot Engineer
CurrentElixir Equities Pvt. Ltd. · Full-time • Oct 2025 - Present · Mumbai, Maharashtra, India (On-site)
- • Architecting high-concurrency Backend & Microservices using ScyllaDB, PostgreSQL, Redis, and Kubernetes (K8s)
- • Designing ML pipelines, Model Evaluations (Evals), and Fine-Tuning & Pre-training LM Heads (Classical ML & Foundation Models)
- • Engineering low-latency deterministic conversational AI and chatbot architectures for real-time market data
System Engineer
Vanmat Technologies (Eduvance) • October 2024 - October 2025
- • Developed Django, Postgres, PG Vector, and OpenAI based LMS and SOTA Applied AI Apps
- • Developed AI-based interactive games and 3D web applications using Three.js and React Three Fiber
- • Created and integrated enterprise chatbots using AWS Bedrock, OpenAI, and SageMaker
- • Analyzed HR telemetry for Fortune 500 company using ML, NLP, and vector embeddings
- • Built serverless microservices with Google Cloud Functions, AWS Lambda, Cassandra, and Postgres RAG
SDE Intern
Beespoke.AI • November 2023 - August 2024
- • Published Beespoke App on Play Store using Flutter and Riverpod
- • Implemented Batch Services on AWS for data pre-processing; developed 70+ APIs using NestJS
- • Built Product Search Engine for 300k+ products with 300-500ms latency
- • Developed production-grade ML Recommendation engine using CLIP
Education & Academic Credentials
Master of Technology (M.Tech) in IoT & Autonomous Systems
May 2026 – Jun 2028Indian Institute of Information Technology, Sri City (IIIT Sri City)
Core Focus & Coursework: Wireless Communication, IoT, Embedded Systems, Computer Architecture, Autonomous Systems, C++ & Python, Edge AI, Distributed Systems, Networking.
Master of Computer Applications (MCA)
2022 – 2024Jawaharlal Nehru Engineering College, MGM University
Data Science Specialization • CGPA: 8.86/10 • Aurangabad, Maharashtra, India
Honors & Achievements
- 🏆Chancellor Gold Medal Winner — Awarded across all PG programs in Engineering & Technology, MGM University (2023-24).
- 🥇1st Place Winner — National Level Python Programming Championship, Svayambhu, MGM University (April 2023).