Ajinkya Avinash Awari
@ajinkya-awariML Engineer · Published Researcher (IJARSCT 2023) · Built systems serving 300K+ users at Byju's · Python · PyTorch · TensorFlow
Language Breakdown
Lines of code distribution across 12 owned repositories
I-Shaped Developer
I-shapedSpecialist — deep expertise in Python
Collaboration Network
Global Impact visualization
Repos
12
PRs
0
Growth
+18%
Top Collaborators
No collaborator data yet.
Coding Streak
Contribution activity over the past year
Andrej
@karpathy
Ghislain Fourny
@ghislainfourny
Ludwig Schmidt
@ludwigschmidt
Martin Jaggi
@martinjaggi
vaishnavipatil23800
@vaishnavipatil23800
Top Repositories
Production-grade implementations of 60+ algorithmic patterns with automated tests. Built for scalability.
Quantitative market visualization tool using PCA and clustering to reveal hidden structure across stocks, crypto, and forex with an interactive dashboard.
RL training monitor — detects reward hacking, entropy spikes, and behavioral drift via KL divergence. PID hardware loop included.
Curiosity-augmented Value Iteration with adaptive policy arbitration empirical study of bounded optimality in hybrid RL agents
LLM orchestrates SymPy for exact computation neuro-symbolic pipeline that routes math to symbolic solver, reducing hallucination on engineering problems.
Empirical comparison of Tabular Q-Learning, Double DQN and PPO on stochastic FrozenLake-v1 convergence analysis, sample efficiency benchmarking and animated policy visualisation
Empirical comparison of SGD, Adam, RMSprop, Adagrad and L-BFGS on CIFAR-10 convergence analysis, gradient norm tracking, and loss landscape visualisation
Empirical validation of Big-O bounds for Bubble Sort, Quick Sort, Merge Sort, Heap Sort and Dijkstra exact operation counting, log-log regression analysis, automated PDF report and interactive web visualizer
LSTM and Transformer autoencoders vs Isolation Forest for industrial IoT anomaly detection benchmarked on 5 fault types with attention visualization.
Graph Neural Networks for Agricultural Disease Propagation | GCN · Graph Sage · GAT | PyTorch Geometric | Optimization Convergence Analysis | Extends published plant disease detection research (IJARSCT 2023)
Open Source Impact
Contributions to external projects
No external contributions found.