Software engineer specializing in machine learning pipelines, real-time computer vision, and hardware-software co-design. Currently pursuing ECE at CIT, Coimbatore.
AIoT-powered smart irrigation and greenhouse system with real-time sensor ingestion, environmental monitoring, and automated control via ESP32 + Streamlit. ML modules for crop water demand, ANN weather-disease modeling, and CVAE genotype-yield forecasting.
CNN acceleration pipeline on PYNQ-Z2 FPGA, integrating Python training with Verilog/Vivado to offload convolution onto FPGA fabric. Achieved ~120ms → ~12ms latency and ~60–100 FPS throughput for edge inference.
Supervised regression pipeline using Random Forest to model RC cut-off frequency under non-ideal conditions. Feature engineering on resistance, capacitance, and tolerance variations.
Facial emotion recognition using YOLOv11 + fine-tuned VGG16/VGG19 for 7 custom Indian emotion classes. End-to-end pipeline with OpenCV for real-time low-latency inference.
What started as a casual hobby during my first semester quickly became the most defining commitment of my college life. For 2.5 years, basketball has been a constant — through exam seasons, hackathon weekends, and everything in between. Early morning drills, late evening scrimmages, and the unspoken rule that you never skip practice.
This team became my second family. We've celebrated together after clutch wins and picked each other up after tough losses. As captain, I learned that leadership isn't just about calling plays — it's about showing up first, leaving last, and earning trust through consistency, not words.
The endurance, quick decision-making, and composure under pressure that I built on the court directly carry over into how I approach engineering — whether it's debugging at 2 AM or leading a team through a 36-hour hackathon.
Led a team of 20+ volunteers to organize hackathons, coding bootcamps, and mentorship programs for 300+ participants across the campus. Under this leadership, SDC earned the "Best Technical Cell" recognition at CIT.
Responsibilities included designing event roadmaps, coordinating with sponsors and faculty, mentoring junior developers, and building an inclusive technical community where students could experiment, fail fast, and grow.
I'm currently open to internships, research collaborations, and interesting engineering challenges.
Software engineer specializing in machine learning pipelines, real-time computer vision, and hardware-software co-design. Currently pursuing ECE at CIT, Coimbatore.
AIoT-powered smart irrigation and greenhouse system with real-time sensor ingestion, environmental monitoring, and automated control via ESP32 + Streamlit. ML modules for crop water demand, ANN weather-disease modeling, and CVAE genotype-yield forecasting.
CNN acceleration pipeline on PYNQ-Z2 FPGA, integrating Python training with Verilog/Vivado to offload convolution onto FPGA fabric. Achieved ~120ms → ~12ms latency and ~60–100 FPS throughput for edge inference.
Supervised regression pipeline using Random Forest to model RC cut-off frequency under non-ideal conditions. Feature engineering on resistance, capacitance, and tolerance variations.
Facial emotion recognition using YOLOv11 + fine-tuned VGG16/VGG19 for 7 custom Indian emotion classes. End-to-end pipeline with OpenCV for real-time low-latency inference.
What started as a casual hobby during my first semester quickly became the most defining commitment of my college life. For 2.5 years, basketball has been a constant — through exam seasons, hackathon weekends, and everything in between. Early morning drills, late evening scrimmages, and the unspoken rule that you never skip practice.
This team became my second family. We've celebrated together after clutch wins and picked each other up after tough losses. As captain, I learned that leadership isn't just about calling plays — it's about showing up first, leaving last, and earning trust through consistency, not words.
The endurance, quick decision-making, and composure under pressure that I built on the court directly carry over into how I approach engineering — whether it's debugging at 2 AM or leading a team through a 36-hour hackathon.
Led a team of 20+ volunteers to organize hackathons, coding bootcamps, and mentorship programs for 300+ participants across the campus. Under this leadership, SDC earned the "Best Technical Cell" recognition at CIT.
Responsibilities included designing event roadmaps, coordinating with sponsors and faculty, mentoring junior developers, and building an inclusive technical community where students could experiment, fail fast, and grow.
I'm currently open to internships, research collaborations, and interesting engineering challenges.